Journal Articles by A. A. Lazar
A. A. Lazar
Information Representation with an Ensemble of Hodgkin-Huxley Neurons
Neurocomputing , Volume 70 , pp. 1764-1771 , June 2007
Keywords:- information representation ensemble encoding hodgkin–huxley neuron i/o equivalence stimulus recovery
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Information Representation with an Ensemble of Hodgkin-Huxley Neurons
Neurocomputing , Volume 70 , pp. 1764-1771 , June 2007
Keywords:- information representation ensemble encoding hodgkin–huxley neuron i/o equivalence stimulus recovery
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A. A. Lazar
Time Encoding with an Integrate-and-Fire Neuron with a Refractory Period
Neurocomputing , Volume 58-60 , pp. 53-58 , June 2004
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Time Encoding with an Integrate-and-Fire Neuron with a Refractory Period
Neurocomputing , Volume 58-60 , pp. 53-58 , June 2004
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A. A. Lazar
Population Encoding with Hodgkin-Huxley Neurons
IEEE Transactions on Information Theory , Volume 56 , Number 2 , pp. 821-837 , February 2010 , Special Issue on Molecular Biology and Neuroscience
Keywords:- hodgkin–huxley neurons input–output (i/o) equivalence neural encoding population encoding reproducing kernel hilbert spaces splines stimulus reconstruction time encoding time decoding
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Population Encoding with Hodgkin-Huxley Neurons
IEEE Transactions on Information Theory , Volume 56 , Number 2 , pp. 821-837 , February 2010 , Special Issue on Molecular Biology and Neuroscience
Keywords:- hodgkin–huxley neurons input–output (i/o) equivalence neural encoding population encoding reproducing kernel hilbert spaces splines stimulus reconstruction time encoding time decoding
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A. A. Lazar
A Simple Model of Spike Processing
Neurocomputing , Volume 69 , pp. 1081-1085 , June 2006
Keywords:- time decoding machines neurohardware realizations linear operators
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A Simple Model of Spike Processing
Neurocomputing , Volume 69 , pp. 1081-1085 , June 2006
Keywords:- time decoding machines neurohardware realizations linear operators
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A. A. Lazar
Time Encoding Machines with Multiplicative Coupling, Feedforward and Feedback
IEEE Transactions on Circuits and Systems-II: Express Briefs , Volume 53 , Number 8 , pp. 672-676 , August 2006
Keywords:- time encoding time change perfect signal recovery feedforward feedback.
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Time Encoding Machines with Multiplicative Coupling, Feedforward and Feedback
IEEE Transactions on Circuits and Systems-II: Express Briefs , Volume 53 , Number 8 , pp. 672-676 , August 2006
Keywords:- time encoding time change perfect signal recovery feedforward feedback.
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L. E. Givon and
A. A. Lazar
Neurokernel: An Open Source Platform for Emulating the Fruit Fly Brain
PLOS ONE , Volume 11, e0146581 , January 2016
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Neurokernel: An Open Source Platform for Emulating the Fruit Fly Brain
PLOS ONE , Volume 11, e0146581 , January 2016
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N. H. Ukani,
C.-H. Yeh,
A. Tomkins,
Y. Zhou,
D. Florescu,
C. L. Ortiz,
Y.-C. Huang,
C.-T. Wang,
M. K. Turkcan,
T. Liu,
P. Richmond,
C.-C. Lo,
D. Coca,
A.-S. Chiang, and
A. A. Lazar
The Fruit Fly Brain Observatory: From Structure to Function
bioRxiv , Volume 580290 , March 2019
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The Fruit Fly Brain Observatory: From Structure to Function
bioRxiv , Volume 580290 , March 2019
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A. A. Lazar and
C.-H. Yeh
A Molecular Odorant Transduction Model and the Complexity of Spatio-Temporal Encoding in the Drosophila Antenna
PLOS Computational Biology , Volume 16 , Number 4 , April 2020
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A Molecular Odorant Transduction Model and the Complexity of Spatio-Temporal Encoding in the Drosophila Antenna
PLOS Computational Biology , Volume 16 , Number 4 , April 2020
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A. A. Lazar and
C.-H. Yeh
A Parallel Processing Model of Drosophila Olfactory Sensory Neurons and Its Biological Validation
bioRxiv (available at https://www.biorxiv.org/content/10.1101/237669v1) , December 2017
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A Parallel Processing Model of Drosophila Olfactory Sensory Neurons and Its Biological Validation
bioRxiv (available at https://www.biorxiv.org/content/10.1101/237669v1) , December 2017
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A. A. Lazar and
C.-H. Yeh
A Molecular Odorant Transduction Model and the Complexity of Combinatorial Encoding in the Drosophila Antenna
bioRxiv (the first version, published on bioRxiv in December 2017, is available at https://www.biorxiv.org/content/10.1101/237669v1) , Volume 647107 , May 2019
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A Molecular Odorant Transduction Model and the Complexity of Combinatorial Encoding in the Drosophila Antenna
bioRxiv (the first version, published on bioRxiv in December 2017, is available at https://www.biorxiv.org/content/10.1101/237669v1) , Volume 647107 , May 2019
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A. A. Lazar and
E. A. Pnevmatikakis
Faithful Representation of Stimuli with a Population of Integrate-and-Fire Neurons
Neural Computation , Volume 20 , Number 11 , The MIT Press , pp. 2715-2744 , November 2008
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Faithful Representation of Stimuli with a Population of Integrate-and-Fire Neurons
Neural Computation , Volume 20 , Number 11 , The MIT Press , pp. 2715-2744 , November 2008
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A. A. Lazar and
E. A. Pnevmatikakis
Reconstruction of Sensory Stimuli Encoded with Integrate-and-Fire Neurons with Random Thresholds
EURASIP Journal on Advances in Signal Processing , Volume 2009 , 2009 , Special Issue on Statistical Signal Processing in Neuroscience
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Reconstruction of Sensory Stimuli Encoded with Integrate-and-Fire Neurons with Random Thresholds
EURASIP Journal on Advances in Signal Processing , Volume 2009 , 2009 , Special Issue on Statistical Signal Processing in Neuroscience
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A. A. Lazar and
E. A. Pnevmatikakis
Consistent Recovery of Sensory Stimuli Encoded with MIMO Neural Circuits
Computational Intelligence and Neuroscience , Hindawi Publishing Corporation , February 2010 , Article ID 469658, Special Issue on Signal Processing for Neural Spike Trains
Keywords:- sensory stimuli time encoding mimo mimo neural circuits stimulus reconstruction
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Consistent Recovery of Sensory Stimuli Encoded with MIMO Neural Circuits
Computational Intelligence and Neuroscience , Hindawi Publishing Corporation , February 2010 , Article ID 469658, Special Issue on Signal Processing for Neural Spike Trains
Keywords:- sensory stimuli time encoding mimo mimo neural circuits stimulus reconstruction
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A. A. Lazar and
E. A. Pnevmatikakis
Video Time Encoding Machines
IEEE Transactions on Neural Networks , Volume 22 , Number 3 , pp. 461-473 , March 2011
Keywords:- faithful representation neural circuit architectures spiking neurons time encoding visual receptive fields.
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Video Time Encoding Machines
IEEE Transactions on Neural Networks , Volume 22 , Number 3 , pp. 461-473 , March 2011
Keywords:- faithful representation neural circuit architectures spiking neurons time encoding visual receptive fields.
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A. A. Lazar and
L. T. Toth
Perfect Recovery and Sensitivity Analysis of Time Encoded Bandlimited Signals
IEEE Transactions on Circuits and Systems-I: Regular Papers , Volume 51 , Number 10 , pp. 2060-2073 , October 2004
Keywords:- time encoding integrate fire neurons frames time decoding
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Perfect Recovery and Sensitivity Analysis of Time Encoded Bandlimited Signals
IEEE Transactions on Circuits and Systems-I: Regular Papers , Volume 51 , Number 10 , pp. 2060-2073 , October 2004
Keywords:- time encoding integrate fire neurons frames time decoding
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A. A. Lazar and
Y. B. Slutskiy
Channel Identification Machines
Journal of Computational Intelligence and Neuroscience , Volume 2012 , pp. 1-20 , July 2012
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Channel Identification Machines
Journal of Computational Intelligence and Neuroscience , Volume 2012 , pp. 1-20 , July 2012
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A. A. Lazar and
Y. B. Slutskiy
Functional Identification of Spike-Processing Neural Circuits
Neural Computation , Volume 26 , Number 2 , MIT Press , pp. 264-305 , February 2014
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Functional Identification of Spike-Processing Neural Circuits
Neural Computation , Volume 26 , Number 2 , MIT Press , pp. 264-305 , February 2014
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A. A. Lazar and
Y. B. Slutskiy
Spiking Neural Circuits with Dendritic Stimulus Processors: Encoding, Decoding, and Identification in Reproducing Kernel Hilbert Spaces
Journal of Computational Neuroscience , Volume 38 , Number 1 , pp. 1-24 , February 2015
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Spiking Neural Circuits with Dendritic Stimulus Processors: Encoding, Decoding, and Identification in Reproducing Kernel Hilbert Spaces
Journal of Computational Neuroscience , Volume 38 , Number 1 , pp. 1-24 , February 2015
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A. A. Lazar and
Y. B. Slutskiy
Channel Identification Machines for Multidimensional Receptive Fields
Frontiers in Computational Neuroscience , Volume 8 , Number 117 , September 2014
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Channel Identification Machines for Multidimensional Receptive Fields
Frontiers in Computational Neuroscience , Volume 8 , Number 117 , September 2014
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A. A. Lazar and
Y. Zhou
Massively Parallel Neural Encoding and Decoding of Visual Stimuli
Neural Networks , Volume 32 , pp. 303-312 , August 2012 , Special Issue: IJCNN 2011
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Massively Parallel Neural Encoding and Decoding of Visual Stimuli
Neural Networks , Volume 32 , pp. 303-312 , August 2012 , Special Issue: IJCNN 2011
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A. A. Lazar and
Y. Zhou
Reconstructing Natural Visual Scenes from Spike Times
Proceedings of the IEEE , Volume 102 , Number 10 , pp. 1500-1519 , October 2014 , (invited paper)
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Reconstructing Natural Visual Scenes from Spike Times
Proceedings of the IEEE , Volume 102 , Number 10 , pp. 1500-1519 , October 2014 , (invited paper)
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A. A. Lazar and
Y. Zhou
Volterra Dendritic Stimulus Processors and Biophysical Spike Generators with Intrinsic Noise Sources
Frontiers in Computational Neuroscience , Volume 8 , Number 95 , pp. 1-24 , September 2014
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Volterra Dendritic Stimulus Processors and Biophysical Spike Generators with Intrinsic Noise Sources
Frontiers in Computational Neuroscience , Volume 8 , Number 95 , pp. 1-24 , September 2014
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A. A. Lazar and
Y. Zhou
Identifying Multisensory Dendritic Stimulus Processors
IEEE Transactions on Molecular, Biological, and Multi-Scale Communications , Volume 2 , Number 2 , pp. 183-198 , December 2016 , Special Issue on Biological Applications of Information Theory in Honor of Claude Shannon's Centennial, Part II (invited paper)
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Identifying Multisensory Dendritic Stimulus Processors
IEEE Transactions on Molecular, Biological, and Multi-Scale Communications , Volume 2 , Number 2 , pp. 183-198 , December 2016 , Special Issue on Biological Applications of Information Theory in Honor of Claude Shannon's Centennial, Part II (invited paper)
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A. A. Lazar and
Y. Zhou
Divisive Normalization Processors in the Early Visual System of the Drosophila Brain
Biological Cybernetics , Springer, Special Issue: What can Computer Vision learn from Visual Neuroscience? , September 2023
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Divisive Normalization Processors in the Early Visual System of the Drosophila Brain
Biological Cybernetics , Springer, Special Issue: What can Computer Vision learn from Visual Neuroscience? , September 2023
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L. E. Givon,
A. A. Lazar, and
C.-H. Yeh
Generating Executable Models of the Drosophila Central Complex
Frontiers in Behavioral Neuroscience , May 2017
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Generating Executable Models of the Drosophila Central Complex
Frontiers in Behavioral Neuroscience , May 2017
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A. G. Dimitrov,
A. A. Lazar, and
J. D. Victor
Information Theory in Neuroscience
Journal of Computational Neuroscience , Volume 30 , Number 1 , pp. 1-5 , February 2011 , Special Issue on Methods of Information Theory
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Information Theory in Neuroscience
Journal of Computational Neuroscience , Volume 30 , Number 1 , pp. 1-5 , February 2011 , Special Issue on Methods of Information Theory
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O. T. Shafer,
G. J. Gutierrez,
K. Li,
A. Mildenhall,
D. Spira,
J. Marty,
A. A. Lazar, and
M. P. Fernandez
Connectomic Analysis of the Drosophila Lateral Neuron Clock Cells Reveals the Synaptic Basis of Functional Pacemaker Classes
eLife , July 2022
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Connectomic Analysis of the Drosophila Lateral Neuron Clock Cells Reveals the Synaptic Basis of Functional Pacemaker Classes
eLife , July 2022
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M. Yang,
C.-H. Yeh,
Y. Zhou,
J. P. Cerqueira,
A. A. Lazar, and
M. Seok
Design of an Always-On Deep Neural Network Based 1 μW Voice Activity Detector Aided with a Customized Software Model for Analog Feature Extraction
IEEE Journal of Solid-State Circuits , Volume 54 , Number 6 , IEEE , pp. 1764-1777 , June 2019
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Design of an Always-On Deep Neural Network Based 1 μW Voice Activity Detector Aided with a Customized Software Model for Analog Feature Extraction
IEEE Journal of Solid-State Circuits , Volume 54 , Number 6 , IEEE , pp. 1764-1777 , June 2019
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A. J. Kim,
A. A. Lazar, and
Y. B. Slutskiy
System Identification of Drosophila Olfactory Sensory Neurons
Journal of Computational Neuroscience , Volume 30 , Number 1 , Springer , pp. 143-161 , February 2011 , Special Issue on Methods of Information Theory
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System Identification of Drosophila Olfactory Sensory Neurons
Journal of Computational Neuroscience , Volume 30 , Number 1 , Springer , pp. 143-161 , February 2011 , Special Issue on Methods of Information Theory
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A. J. Kim,
A. A. Lazar, and
Y. B. Slutskiy
Projection Neurons in Drosophila Antennal Lobes Signal the Acceleration of Odor Concentrations
eLife 2015;10.7554/eLife.06651 , June 2015
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Projection Neurons in Drosophila Antennal Lobes Signal the Acceleration of Odor Concentrations
eLife 2015;10.7554/eLife.06651 , June 2015
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A. A. Lazar,
E. A. Pnevmatikakis, and
Y. Zhou
The Power of Connectivity: Identity Preserving Transformations on Visual Streams in the Spike Domain
Neural Networks , Volume 44 , pp. 22-35 , 2013
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The Power of Connectivity: Identity Preserving Transformations on Visual Streams in the Spike Domain
Neural Networks , Volume 44 , pp. 22-35 , 2013
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A. A. Lazar,
E. A. Pnevmatikakis, and
Y. Zhou
Encoding Natural Scenes with Neural Circuits with Random Thresholds
Vision Research , Volume 50 , Number 22 , pp. 2200-2212 , October 2010 , Special Issue on Mathematical Models of Visual Coding
Keywords:- neural encoding of natural scenes receptive fields neural circuits with random thresholds reconstruction of visual stimuli reproducing kernel hilbert spaces regularization.
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Encoding Natural Scenes with Neural Circuits with Random Thresholds
Vision Research , Volume 50 , Number 22 , pp. 2200-2212 , October 2010 , Special Issue on Mathematical Models of Visual Coding
Keywords:- neural encoding of natural scenes receptive fields neural circuits with random thresholds reconstruction of visual stimuli reproducing kernel hilbert spaces regularization.
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A. A. Lazar,
E. K. Simonyi, and
L. T. Toth
An Overcomplete Stitching Algorithm for Time Decoding Machines
IEEE Transactions on Circuits and Systems-I: Regular Papers , Volume 55 , Number 9 , pp. 2619-2630 , October 2008
Keywords:- asynchronous communications frames irregular sampling real-time stitching algorithms time decoding machines (tdms) time encoding machines (tems).
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An Overcomplete Stitching Algorithm for Time Decoding Machines
IEEE Transactions on Circuits and Systems-I: Regular Papers , Volume 55 , Number 9 , pp. 2619-2630 , October 2008
Keywords:- asynchronous communications frames irregular sampling real-time stitching algorithms time decoding machines (tdms) time encoding machines (tems).
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A. A. Lazar,
M. K. Turkcan, and
Y. Zhou
A Programmable Ontology Encompassing the Functional Logic of the Drosophila Brain
Frontiers in Neuroinformatics , June 2022
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A Programmable Ontology Encompassing the Functional Logic of the Drosophila Brain
Frontiers in Neuroinformatics , June 2022
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A. A. Lazar,
M. K. Turkcan, and
Y. Zhou
A Programmable Ontology Encompassing the Functional Logic of the Drosophila Brain
bioRxiv , December 2021
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A Programmable Ontology Encompassing the Functional Logic of the Drosophila Brain
bioRxiv , December 2021
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A. A. Lazar,
M. K. Turkcan, and
Y. Zhou
A Programmable Model for Exploring the Functional Logic of the Drosophila Mushroom Body
bioRxiv , September 2022
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A Programmable Model for Exploring the Functional Logic of the Drosophila Mushroom Body
bioRxiv , September 2022
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A. A. Lazar,
M. K. Turkcan, and
Y. Zhou
A Programmable Model for Exploring the Functional Logic of the Drosophila Antennal Lobe
bioRxiv , September 2022
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A Programmable Model for Exploring the Functional Logic of the Drosophila Antennal Lobe
bioRxiv , September 2022
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A. A. Lazar,
N. H. Ukani, and
Y. Zhou
Sparse Identification of Contrast Gain Control in the Fruit Fly Photoreceptor and Amacrine Cell Layer
The Journal of Mathematical Neuroscience , Volume 10 , Number 3 , Springer Open , February 2020
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Sparse Identification of Contrast Gain Control in the Fruit Fly Photoreceptor and Amacrine Cell Layer
The Journal of Mathematical Neuroscience , Volume 10 , Number 3 , Springer Open , February 2020
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A. A. Lazar,
N. H. Ukani, and
Y. Zhou
Sparse Functional Identification of Complex Cells from Spike Times and the Decoding of Visual Stimuli
The Journal of Mathematical Neuroscience , Volume 8 , Number 2 , pp. 1-40 , January 2018
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Sparse Functional Identification of Complex Cells from Spike Times and the Decoding of Visual Stimuli
The Journal of Mathematical Neuroscience , Volume 8 , Number 2 , pp. 1-40 , January 2018
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A. A. Lazar,
N. H. Ukani, and
Y. Zhou
Sparse Identification of Contrast Gain Control in the Fruit Fly Photoreceptor and Amacrine Cell Layer
Neurons and Cognition, arXiv , October 2019
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Sparse Identification of Contrast Gain Control in the Fruit Fly Photoreceptor and Amacrine Cell Layer
Neurons and Cognition, arXiv , October 2019
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A. A. Lazar,
N. H. Ukani, and
Y. Zhou
A Motion Detection Algorithm Using Local Phase Information
Computational Intelligence and Neuroscience , Volume 2016, Article ID 7915245 , January 2016
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A Motion Detection Algorithm Using Local Phase Information
Computational Intelligence and Neuroscience , Volume 2016, Article ID 7915245 , January 2016
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N. Anerousis,
P. Chemouil,
A. A. Lazar,
N. Mihai, and
S. B. Weinstein
The Origin and Evolution of Open Programmable Networks and SDN
IEEE Communications Surveys and Tutorials , Volume 23 , Number 3 , February 2021
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The Origin and Evolution of Open Programmable Networks and SDN
IEEE Communications Surveys and Tutorials , Volume 23 , Number 3 , February 2021
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A. G. Dimitrov,
F. Fekri,
A. A. Lazar,
S. M. Moser, and
P. J. Thomas
Guest Editorial: Biological Applications of Information Theory in Honor of Claude Shannon's Centennial, Part II
IEEE Transactions on Molecular, Biological, and Multi-Scale Communications , Volume 2 , Number 2 , pp. 117-119 , December 2016
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Guest Editorial: Biological Applications of Information Theory in Honor of Claude Shannon's Centennial, Part II
IEEE Transactions on Molecular, Biological, and Multi-Scale Communications , Volume 2 , Number 2 , pp. 117-119 , December 2016
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A. G. Dimitrov,
F. Fekri,
A. A. Lazar,
S. M. Moser, and
P. J. Thomas
Guest Editorial: Biological Applications of Information Theory in Honor of Claude Shannon's Centennial, Part I
IEEE Transactions on Molecular, Biological, and Multi-Scale Communications , Volume 2 , Number 1 , pp. 1-4 , June 2016
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Guest Editorial: Biological Applications of Information Theory in Honor of Claude Shannon's Centennial, Part I
IEEE Transactions on Molecular, Biological, and Multi-Scale Communications , Volume 2 , Number 1 , pp. 1-4 , June 2016
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A. A. Lazar,
T. Liu, and
C.-H. Yeh
The Functional Logic of Odor Information Processing in the Drosophila Antennal Lobe
bioRxiv , December 2021
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The Functional Logic of Odor Information Processing in the Drosophila Antennal Lobe
bioRxiv , December 2021
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A. A. Lazar,
T. Liu, and
C.-H. Yeh
The Functional Logic of Odor Information Processing in the Drosophila Antennal Lobe
PLOS Computational Biology , Volume 19 , Number 4 , April 2023
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The Functional Logic of Odor Information Processing in the Drosophila Antennal Lobe
PLOS Computational Biology , Volume 19 , Number 4 , April 2023
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A. A. Lazar,
T. Liu, and
Y. Zhou
Divisive Normalization Circuits Faithfully Represent Auditory and Visual Stimuli
bioRxiv , September 2022
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Divisive Normalization Circuits Faithfully Represent Auditory and Visual Stimuli
bioRxiv , September 2022
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A. A. Lazar,
T. Liu,
C.-H. Yeh, and
Y. Zhou
Modeling and Characterization of Pure and Odorant Mixture Processing in the Drosophila Mushroom Body Calyx
Frontiers in Physiology: Invertebrate Physiology , Volume 15 , September 2024
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Modeling and Characterization of Pure and Odorant Mixture Processing in the Drosophila Mushroom Body Calyx
Frontiers in Physiology: Invertebrate Physiology , Volume 15 , September 2024
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A. A. Lazar,
T. Liu,
C.-H. Yeh, and
Y. Zhou
Odorant Mixture Separation in Drosophila Early Olfactory System
bioRxiv , September 2022
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Odorant Mixture Separation in Drosophila Early Olfactory System
bioRxiv , September 2022
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A. A. Lazar,
T. Liu,
M. K. Turkcan, and
Y. Zhou
FlyBrainLab: Accelerating the Discovery of the Functional Logic of the Fruit Fly Brain in the Connectomic/Synaptomic Era
bioRxiv , June 2020
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FlyBrainLab: Accelerating the Discovery of the Functional Logic of the Fruit Fly Brain in the Connectomic/Synaptomic Era
bioRxiv , June 2020
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A. A. Lazar,
T. Liu,
M. K. Turkcan, and
Y. Zhou
Accelerating with FlyBrainLab the Discovery of the Functional Logic of the Drosophila Brain in the Connectomic and Synaptomic Era
eLife , February 2021
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Accelerating with FlyBrainLab the Discovery of the Functional Logic of the Drosophila Brain in the Connectomic and Synaptomic Era
eLife , February 2021
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A. A. Lazar,
Y. B. Slutskiy, and
Y. Zhou
Massively Parallel Neural Circuits for Stereoscopic Color Vision: Encoding, Decoding and Identification
Neural Networks , Volume 63 , pp. 254-271 , March 2015
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Massively Parallel Neural Circuits for Stereoscopic Color Vision: Encoding, Decoding and Identification
Neural Networks , Volume 63 , pp. 254-271 , March 2015
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Conference Papers
M. K. Turkcan,
T. Liu,
C.-H. Yeh,
Y. Zhou, and
A. A. Lazar
FlyBrainLab: An Interactive Computing Environment for the Fruit Fly Brain
Society of Neuroscience , October 19-24 , 2019 , Chicago, IL
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FlyBrainLab: An Interactive Computing Environment for the Fruit Fly Brain
Society of Neuroscience , October 19-24 , 2019 , Chicago, IL
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M. K. Turkcan,
Y. Zhou, and
A. A. Lazar
A Circuit Library for Exploring the Functional Logic of Massive Feedback Loops in Drosophila Brain
COSYNE 2022 , March 17-22 , 2022 , Lisbon, Portugal
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A Circuit Library for Exploring the Functional Logic of Massive Feedback Loops in Drosophila Brain
COSYNE 2022 , March 17-22 , 2022 , Lisbon, Portugal
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A. A. Lazar and
E. A. Pnevmatikakis
Encoding of Multivariate Stimuli with MIMO Neural Circuits
Proceedings of the ISIT 2011 , IEEE , July 31 - August 5 , 2011 , Saint Petersburg, Russia
Keywords:- time encoding spiking neurons mimo sampling video encoding compressed sensing.
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Encoding of Multivariate Stimuli with MIMO Neural Circuits
Proceedings of the ISIT 2011 , IEEE , July 31 - August 5 , 2011 , Saint Petersburg, Russia
Keywords:- time encoding spiking neurons mimo sampling video encoding compressed sensing.
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A. A. Lazar and
E. A. Pnevmatikakis
A Video Time Encoding Machine
IEEE International Conference on Image Processing , pp. 717-720 , October 12-15 , 2008 , San Diego, CA
Keywords:- time encoding video coding integrateand-fire neurons frames gabor wavelets
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A Video Time Encoding Machine
IEEE International Conference on Image Processing , pp. 717-720 , October 12-15 , 2008 , San Diego, CA
Keywords:- time encoding video coding integrateand-fire neurons frames gabor wavelets
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A. A. Lazar and
E. A. Pnevmatikakis
Consistent Recovery of Stimuli Encoded with a Neural Ensemble
Proceedings of the ICASSP 2009 , pp. 3497-3500 , April 19-24 , 2009 , Taipeh, Taiwan
Keywords:- time encoding spiking neurons consistent recovery.
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Consistent Recovery of Stimuli Encoded with a Neural Ensemble
Proceedings of the ICASSP 2009 , pp. 3497-3500 , April 19-24 , 2009 , Taipeh, Taiwan
Keywords:- time encoding spiking neurons consistent recovery.
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A. A. Lazar and
L. T. Toth
Sensitivity Analysis of Time Encoded Bandlimited Signals
IEEE International Conference on Acoustics, Speech and Signal Processing , Volume 2 , pp. 901-904 , May 17-21 , 2004 , Montreal
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Sensitivity Analysis of Time Encoded Bandlimited Signals
IEEE International Conference on Acoustics, Speech and Signal Processing , Volume 2 , pp. 901-904 , May 17-21 , 2004 , Montreal
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A. A. Lazar and
L. T. Toth
Time Encoding and Perfect Recovery of Bandlimited Signals
IEEE International Conference on Acoustics, Speech and Signal Processing , Volume 6 , pp. 709-712 , April 6-10 , 2003 , Hong Kong, China
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Time Encoding and Perfect Recovery of Bandlimited Signals
IEEE International Conference on Acoustics, Speech and Signal Processing , Volume 6 , pp. 709-712 , April 6-10 , 2003 , Hong Kong, China
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A. A. Lazar and
Y. B. Slutskiy
Identifying Dendritic Processing
Advances in Neural Information Processing Systems 23 , J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta , pp. 1261-1269 , 2010 , spotlight presentation
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Identifying Dendritic Processing
Advances in Neural Information Processing Systems 23 , J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta , pp. 1261-1269 , 2010 , spotlight presentation
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A. A. Lazar and
Y. B. Slutskiy
Multisensory Encoding, Decoding, and Identification
Advances in Neural Information Processing Systems 26 , C.J.C. Burges, L. Bottou, M. Welling, Z. Ghahramani and K.Q. Weinberger , pp. 3208-3216 , December 2013 , Lake Tahoe, Nevada, United States
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Multisensory Encoding, Decoding, and Identification
Advances in Neural Information Processing Systems 26 , C.J.C. Burges, L. Bottou, M. Welling, Z. Ghahramani and K.Q. Weinberger , pp. 3208-3216 , December 2013 , Lake Tahoe, Nevada, United States
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A. A. Lazar and
Y. Zhou
Realizing Video Time Decoding Machines with Recurrent Neural Networks
Proceedings of the International Joint Conference on Neural Networks , July 31 - August 5 , 2011 , San Jose, CA
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Realizing Video Time Decoding Machines with Recurrent Neural Networks
Proceedings of the International Joint Conference on Neural Networks , July 31 - August 5 , 2011 , San Jose, CA
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A. A. Lazar and
Y. Zhou
Beyond the Connectome: Divisive Normalization Processors in the Drosophila Early Olfactory and Vision Systems
Computational Neuroscience Meeting, CNS*24 , July 20 - 24 , 2024 , Natal, Brazil
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Beyond the Connectome: Divisive Normalization Processors in the Drosophila Early Olfactory and Vision Systems
Computational Neuroscience Meeting, CNS*24 , July 20 - 24 , 2024 , Natal, Brazil
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M. Seok,
M. Yang,
Z. Jiang,
A. A. Lazar, and
J. Seo
Cases for Analog-Mixed-Signal Computing Integrated-Circuits for Deep Neural Networks
International Symposium on VLSI Design, Automation, and Test (VLSI-DAT) , April 22-25 , 2019 , Hsinchu, Taiwan
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Cases for Analog-Mixed-Signal Computing Integrated-Circuits for Deep Neural Networks
International Symposium on VLSI Design, Automation, and Test (VLSI-DAT) , April 22-25 , 2019 , Hsinchu, Taiwan
BibTex
P. R. Kinget,
A. A. Lazar, and
L. T. Toth
On the Robustness of the VLSI Implementation of a Time Encoding Machine
IEEE International Symposium on Circuits and Systems , May 23-26 , 2005 , Kobe
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On the Robustness of the VLSI Implementation of a Time Encoding Machine
IEEE International Symposium on Circuits and Systems , May 23-26 , 2005 , Kobe
BibTex DOI PDF
D. Wang,
S. J. Kim,
M. Yang,
A. A. Lazar, and
M. Seok
A Background-Noise- and Process-Variation-Tolerant 109-nW Acoustic Feature Extractor based on Spike-Domain Divisive Energy Normalization for an Always-on Keyword Spotting Device
2021 IEEE International Solid-State Circuits Conference (ISSCC) , pp. 160-162 , February 2021 , San Francisco, CA, USA
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A Background-Noise- and Process-Variation-Tolerant 109-nW Acoustic Feature Extractor based on Spike-Domain Divisive Energy Normalization for an Always-on Keyword Spotting Device
2021 IEEE International Solid-State Circuits Conference (ISSCC) , pp. 160-162 , February 2021 , San Francisco, CA, USA
BibTex DOI
M. Yang,
C.-H. Yeh,
Y. Zhou,
J. P. Cerqueira,
A. A. Lazar, and
M. Seok
A 1μW Voice Activity Detector Using Analog Feature Extraction and Digital Deep Neural Network
2018 IEEE International Solid-State Circuits Conference (ISSCC) , pp. 346-348 , February 11-15 , 2018 , San Francisco, CA
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A 1μW Voice Activity Detector Using Analog Feature Extraction and Digital Deep Neural Network
2018 IEEE International Solid-State Circuits Conference (ISSCC) , pp. 346-348 , February 11-15 , 2018 , San Francisco, CA
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B. Y. Bu,
A. A. Lazar, and
Y. Zhou
Evaluating with Natural Scenes the End-to-End Motion Detection of the Drosophila Early Visual System
Neurobiology of Drosophila , Cold Spring Harbor Laboratory , October 3 - 7 , 2023
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Evaluating with Natural Scenes the End-to-End Motion Detection of the Drosophila Early Visual System
Neurobiology of Drosophila , Cold Spring Harbor Laboratory , October 3 - 7 , 2023
BibTex
B. Y. Bu,
A. A. Lazar, and
Y. Zhou
End-to-End Modeling of the Drosophila Early Vision System with Cascading Divisive Normalization Processors
Neuroscience 2024 , Society for Neuroscience , October 5 - 9 , 2024 , Chicago, IL
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End-to-End Modeling of the Drosophila Early Vision System with Cascading Divisive Normalization Processors
Neuroscience 2024 , Society for Neuroscience , October 5 - 9 , 2024 , Chicago, IL
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A. A. Lazar,
E. K. Simonyi, and
L. T. Toth
A Real-Time Algorithm for Time Decoding Machines
14th European Signal Processing Conference , September 4-8 , 2006 , Florence, Italy
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A Real-Time Algorithm for Time Decoding Machines
14th European Signal Processing Conference , September 4-8 , 2006 , Florence, Italy
BibTex PDF
A. A. Lazar,
E. K. Simonyi, and
L. T. Toth
A Toeplitz Formulation of a Real-Time Algorithm for Time Decoding Machines
Proceedings of the Conference on Telecommunication Systems, Modeling and Analysis , November 17-20 , 2005 , Dallas, TX
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A Toeplitz Formulation of a Real-Time Algorithm for Time Decoding Machines
Proceedings of the Conference on Telecommunication Systems, Modeling and Analysis , November 17-20 , 2005 , Dallas, TX
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A. A. Lazar,
E. K. Simonyi, and
L. T. Toth
Fast Recovery Algorithms of Time Encoded Bandlimited Signals
IEEE International Conference on Acoustics, Speech and Signal Processing , Volume 4 , pp. 237-240 , March 19-23 , 2005 , Philadelphia, PA
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Fast Recovery Algorithms of Time Encoded Bandlimited Signals
IEEE International Conference on Acoustics, Speech and Signal Processing , Volume 4 , pp. 237-240 , March 19-23 , 2005 , Philadelphia, PA
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A. A. Lazar,
E. K. Simonyi, and
L. T. Toth
Time Encoding of Bandlimited Signals, An Overview
Proceedings of the Conference on Telecommunication Systems, Modeling and Analysis , November 17-20 , 2005 , Dallas, TX
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Time Encoding of Bandlimited Signals, An Overview
Proceedings of the Conference on Telecommunication Systems, Modeling and Analysis , November 17-20 , 2005 , Dallas, TX
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A. A. Lazar,
M. K. Turkcan, and
Y. Zhou
Interrogating the Functional Logic of Drosophila Brain Circuits at Single-Synapse Scale
Society of Neuroscience , November 8-11 , 2021 , Chicago, IL
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Interrogating the Functional Logic of Drosophila Brain Circuits at Single-Synapse Scale
Society of Neuroscience , November 8-11 , 2021 , Chicago, IL
BibTex
A. A. Lazar,
M. K. Turkcan, and
Y. Zhou
Generating Executable Mushroom Body and Lateral Horn Circuits from the Hemibrain Dataset with FlyBrainLab
BMC Neuroscience 2020, 21(Suppl 1):P105 , July 2020
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Generating Executable Mushroom Body and Lateral Horn Circuits from the Hemibrain Dataset with FlyBrainLab
BMC Neuroscience 2020, 21(Suppl 1):P105 , July 2020
BibTex DOI
A. A. Lazar,
M. K. Turkcan, and
Y. Zhou
Untangling the Graph Structure of Drosophila Brain Datasets with Open Source FlyBrainLab Utility Libraries
Society of Neuroscience , November 8-11 , 2021 , Chicago, IL
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Untangling the Graph Structure of Drosophila Brain Datasets with Open Source FlyBrainLab Utility Libraries
Society of Neuroscience , November 8-11 , 2021 , Chicago, IL
BibTex
A. A. Lazar,
M. K. Turkcan, and
Y. Zhou
NeuroNLP Gene Match—An Open Source Genetic Data Visualizer and Explorer
Neurobiology of Drosophila , October 5-8 , 2021 , (virtual meeting)
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NeuroNLP Gene Match—An Open Source Genetic Data Visualizer and Explorer
Neurobiology of Drosophila , October 5-8 , 2021 , (virtual meeting)
BibTex
A. A. Lazar,
S. Shukla, and
Y. Zhou
Modeling Small Object Detection of Drosophila Lobula Circuits with Divisive Normalization Processors
Neuroscience 2024 , Society for Neuroscience , October 5 - 9 , 2024 , Chicago, IL
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Modeling Small Object Detection of Drosophila Lobula Circuits with Divisive Normalization Processors
Neuroscience 2024 , Society for Neuroscience , October 5 - 9 , 2024 , Chicago, IL
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B. Y. Bu,
P. I. Deevi,
A. A. Lazar,
S. Shukla, and
Y. Zhou
DrosoGPT: a Natural Language Querying Interface for Exploring the Structure and Functional Logic of the Drosophila Brain
Neuroscience 2024 , Society of Neuroscience , October 5 - 9 , 2024 , Chicago, IL
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DrosoGPT: a Natural Language Querying Interface for Exploring the Structure and Functional Logic of the Drosophila Brain
Neuroscience 2024 , Society of Neuroscience , October 5 - 9 , 2024 , Chicago, IL
BibTex
A. A. Lazar,
S. Shukla, and
Y. Zhou
Generating Wiring Diagrams of Local Processing Units of the Drosophila Central Complex
Neurobiology of Drosophila , Cold Spring Harbor Laboratory , October 3 - 7 , 2023
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Generating Wiring Diagrams of Local Processing Units of the Drosophila Central Complex
Neurobiology of Drosophila , Cold Spring Harbor Laboratory , October 3 - 7 , 2023
BibTex
A. A. Lazar,
T. Liu, and
C.-H. Yeh
The Geometry of Spatio-Temporal Odorant Mixture Encoding in the Drosophila Mushroom Body
BMC Neuroscience 2020, 21(Suppl 1):P218 , July 2020
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The Geometry of Spatio-Temporal Odorant Mixture Encoding in the Drosophila Mushroom Body
BMC Neuroscience 2020, 21(Suppl 1):P218 , July 2020
BibTex DOI
A. A. Lazar,
T. Liu, and
C.-H. Yeh
An Odorant Encoding Machine for Sampling, Reconstruction and Robust Representation of Odorant Identity
ICASSP 2020 , pp. 1743-1747 , May 4-8 , 2020 , Barcelona , Spain
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An Odorant Encoding Machine for Sampling, Reconstruction and Robust Representation of Odorant Identity
ICASSP 2020 , pp. 1743-1747 , May 4-8 , 2020 , Barcelona , Spain
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A. A. Lazar,
T. Liu, and
Y. Zhou
Functional Identification of the Odorant Transduction Process of Drosophila Olfactory Sensory Neurons
BMC Neuroscience 2020, 21(Suppl 1):P225 , July 2020
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Functional Identification of the Odorant Transduction Process of Drosophila Olfactory Sensory Neurons
BMC Neuroscience 2020, 21(Suppl 1):P225 , July 2020
BibTex DOI
A. A. Lazar,
T. Liu,
C.-H. Yeh, and
Y. Zhou
Divisive Normalization Processing Underlies Odorant Mixture Representation in the Mushroom Body Calyx
Neuroscience 2024 , Society of Neuroscience , October 5 - 9 , 2024 , Chicago, IL
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Divisive Normalization Processing Underlies Odorant Mixture Representation in the Mushroom Body Calyx
Neuroscience 2024 , Society of Neuroscience , October 5 - 9 , 2024 , Chicago, IL
BibTex
A. A. Lazar,
T. Liu,
C.-H. Yeh, and
Y. Zhou
Odorant Mixture Separation in the Drosophila Mushroom Body Calyx
Neurobiology of Drosophila , Cold Spring Harbor Laboratory , October 3 - 7 , 2023
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Odorant Mixture Separation in the Drosophila Mushroom Body Calyx
Neurobiology of Drosophila , Cold Spring Harbor Laboratory , October 3 - 7 , 2023
BibTex
A. A. Lazar,
T. Liu,
M. K. Turkcan, and
Y. Zhou
FlyBrainLab: A Complete Programming Environment for Discovering the Functional Logic of the Fruit Fly Brain
Neuroinformatics Assembly 2021 , April 2021
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FlyBrainLab: A Complete Programming Environment for Discovering the Functional Logic of the Fruit Fly Brain
Neuroinformatics Assembly 2021 , April 2021
BibTex Code
A. A. Lazar,
T. Liu,
M. K. Turkcan, and
Y. Zhou
FlyBrainLab: Interactive Computing in the Connectomic/Synaptomic Era
Jupytercon , October 2020
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FlyBrainLab: Interactive Computing in the Connectomic/Synaptomic Era
Jupytercon , October 2020
BibTex Video
A. A. Lazar,
T. Liu,
M. K. Turkcan, and
Y. Zhou
FlyBrainLab: An Interactive Computing Platform for Exploring the Drosophila Brain
PyData Global , November 2020
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FlyBrainLab: An Interactive Computing Platform for Exploring the Drosophila Brain
PyData Global , November 2020
BibTex Video
A. A. Lazar,
T. Liu,
M. K. Turkcan, and
Y. Zhou
Comparing Drosophila Neural Circuit Models with FlyBrainLab
BMC Neuroscience 2020, 21(Suppl 1):P112 , July 2020
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Comparing Drosophila Neural Circuit Models with FlyBrainLab
BMC Neuroscience 2020, 21(Suppl 1):P112 , July 2020
BibTex DOI
A. A. Lazar,
T. Liu,
M. K. Turkcan, and
Y. Zhou
Comparative Study of Fruit Fly Brain Circuit Models with FlyBrainLab
neuromatch 3.0 , October 2020
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Comparative Study of Fruit Fly Brain Circuit Models with FlyBrainLab
neuromatch 3.0 , October 2020
BibTex Video
A. A. Lazar,
T. Roska,
E. K. Simonyi, and
L. T. Toth
A Time Decoding Realization with a CNN
7th Seminar on Neural Networks Applications in Electrical Engineering, Neurel 2004 , pp. 97-102 , September 23-25 , 2004 , Belgrade
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A Time Decoding Realization with a CNN
7th Seminar on Neural Networks Applications in Electrical Engineering, Neurel 2004 , pp. 97-102 , September 23-25 , 2004 , Belgrade
BibTex DOI PDF
Technical Reports
A. A. Lazar
Time Encoding Using Filter Banks and Integrate and-Fire Neurons
BNET Technical Report #2-03 , September 2003
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Time Encoding Using Filter Banks and Integrate and-Fire Neurons
BNET Technical Report #2-03 , September 2003
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A. A. Lazar
Modeling the Architecture of the Olfactory System
BNET Technical Report #3-05 , May 2005
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Modeling the Architecture of the Olfactory System
BNET Technical Report #3-05 , May 2005
BibTex PDF
C. Kaldy,
A. A. Lazar,
E. K. Simonyi, and
L. T. Toth
Time Encoded Communications for Human Area Network Biomonitoring
BNET Technical Report #2-0 , June 2007
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Time Encoded Communications for Human Area Network Biomonitoring
BNET Technical Report #2-0 , June 2007
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Book Chapters
A. J. Kim and
A. A. Lazar
Recovery of Stimuli Encoded with a Hodgkin-Huxley Neuron Using Conditional PRCs
Phase Response Curves in Neuroscience , Volume 6 , Springer , pp. 257-277 , 2012
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Recovery of Stimuli Encoded with a Hodgkin-Huxley Neuron Using Conditional PRCs
Phase Response Curves in Neuroscience , Volume 6 , Springer , pp. 257-277 , 2012
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Abstracts
A. A. Lazar
Time Encoding with an Integrate-and-Fire Neuron with a Refractory Period
The Computational Neuroscience Meeting , July 5-9 , 2003 , Alicante, Spain
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Time Encoding with an Integrate-and-Fire Neuron with a Refractory Period
The Computational Neuroscience Meeting , July 5-9 , 2003 , Alicante, Spain
BibTex
A. A. Lazar
The Hodgkin-Huxley Neuron as a Neuro-Modulator
Computational and Systems Neuroscience Meeting , March 17-20 , 2005 , Salt Lake City
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The Hodgkin-Huxley Neuron as a Neuro-Modulator
Computational and Systems Neuroscience Meeting , March 17-20 , 2005 , Salt Lake City
BibTex
A. A. Lazar
Time Encoding with Filter Banks and Integrate-and-Fire Neurons
The Computational Neuroscience Meeting , July 18-20 , 2004 , Baltimore, MD.
BibTex
Time Encoding with Filter Banks and Integrate-and-Fire Neurons
The Computational Neuroscience Meeting , July 18-20 , 2004 , Baltimore, MD.
BibTex
L. E. Givon and
A. A. Lazar
An Open Architecture for the Massively Parallel Emulation of the Drosophila Brain on Multiple GPUs
Computational Neuroscience Meeting , July 21-24 , 2012 , Atlanta/Decatur, GA
BibTex DOI Pubmed Central
An Open Architecture for the Massively Parallel Emulation of the Drosophila Brain on Multiple GPUs
Computational Neuroscience Meeting , July 21-24 , 2012 , Atlanta/Decatur, GA
BibTex DOI Pubmed Central
A. A. Lazar
Information Representation with an Ensemble of Hodgkin-Huxley Neurons
Computational Neuroscience Meeting , July 16-20 , 2006 , Edinburgh, U.K.
BibTex
Information Representation with an Ensemble of Hodgkin-Huxley Neurons
Computational Neuroscience Meeting , July 16-20 , 2006 , Edinburgh, U.K.
BibTex
A. A. Lazar
Time Encoding with the Integrate-and-Fire Neuron
Neural Information and Coding Workshop , March 1-4 , 2003 , Snowbird, Utah
BibTex
Time Encoding with the Integrate-and-Fire Neuron
Neural Information and Coding Workshop , March 1-4 , 2003 , Snowbird, Utah
BibTex
A. J. Kim and
A. A. Lazar
Recovery of Stimuli Encoded with a Hodgkin-Huxley Neuron Using Conditional PRCs
Computational Neuroscience Meeting , July 18-23 , 2009 , Berlin, Germany
BibTex DOI
Recovery of Stimuli Encoded with a Hodgkin-Huxley Neuron Using Conditional PRCs
Computational Neuroscience Meeting , July 18-23 , 2009 , Berlin, Germany
BibTex DOI
A. A. Lazar
Recovery of Stimuli Encoded with Hodgkin-Huxley Neurons
Computational and Systems Neuroscience Meeting , February 22-25 , 2007 , Salt Lake City, UT
BibTex
Recovery of Stimuli Encoded with Hodgkin-Huxley Neurons
Computational and Systems Neuroscience Meeting , February 22-25 , 2007 , Salt Lake City, UT
BibTex
A. A. Lazar
Recovery of Stimuli Encoded with Spiking Neuron Models
Conference on Engineering Principles in Biological Systems , December 3-6 , 2006 , Cold Spring Harbor Laboratory, Cold Spring Harbor, NY
BibTex
Recovery of Stimuli Encoded with Spiking Neuron Models
Conference on Engineering Principles in Biological Systems , December 3-6 , 2006 , Cold Spring Harbor Laboratory, Cold Spring Harbor, NY
BibTex
A. A. Lazar
Spatio-Temporal Models for Time Encoding and Stimulus Recovery
Computational and Systems Neuroscience Meeting , March 24-28 , 2004 , Cold Spring Harbor Laboratory, NY
BibTex
Spatio-Temporal Models for Time Encoding and Stimulus Recovery
Computational and Systems Neuroscience Meeting , March 24-28 , 2004 , Cold Spring Harbor Laboratory, NY
BibTex
A. A. Lazar
A Simple Model of Spike Processing
Computational Neuroscience Meeting , July 17-21 , 2005 , Madison, WI
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A Simple Model of Spike Processing
Computational Neuroscience Meeting , July 17-21 , 2005 , Madison, WI
BibTex
A. A. Lazar
Neural Diversity and Ensemble Encoding
Computational and Systems Neuroscience Meeting , March 5-8 , 2006 , Salt Lake City, Utah
BibTex
Neural Diversity and Ensemble Encoding
Computational and Systems Neuroscience Meeting , March 5-8 , 2006 , Salt Lake City, Utah
BibTex
L. E. Givon and
A. A. Lazar
Neurokernel: An Open Architecture for the Massively Parallel Emulation of Drosophila Brain Models on Multiple GPUs
Workshop on Insect Vision: Cells, Computation, and Behavior , March 3-6 , 2013 , HHMI Janelia Farm, Ashburn, VA
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Neurokernel: An Open Architecture for the Massively Parallel Emulation of Drosophila Brain Models on Multiple GPUs
Workshop on Insect Vision: Cells, Computation, and Behavior , March 3-6 , 2013 , HHMI Janelia Farm, Ashburn, VA
BibTex
A. A. Lazar
Time Encoding Machines
Neuromorphic Engineering Workshop , July 1-21 , 2007 , Telluride, CO
BibTex
Time Encoding Machines
Neuromorphic Engineering Workshop , July 1-21 , 2007 , Telluride, CO
BibTex
A. A. Lazar
The t-Transform and its Inverse in Neural Encoding and Decoding
Workshop on Neural Coding: Beyond Shannon , July 3-4 , 2013 , Prague, Czech Republic
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The t-Transform and its Inverse in Neural Encoding and Decoding
Workshop on Neural Coding: Beyond Shannon , July 3-4 , 2013 , Prague, Czech Republic
BibTex
N. H. Ukani,
C.-H. Yeh,
A. Tomkins,
Y. Zhou,
D. Florescu,
C. L. Ortiz,
Y.-C. Huang,
C.-T. Wang,
P. Richmond,
C.-C. Lo,
D. Coca,
A.-S. Chiang, and
A. A. Lazar
The Fruit Fly Brain Observatory: from Structure to Function
Computational and Systems Neuroscience Meeting , February 2017 , Salt Lake City, UT
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The Fruit Fly Brain Observatory: from Structure to Function
Computational and Systems Neuroscience Meeting , February 2017 , Salt Lake City, UT
BibTex
Y. Zhou,
K. Psychas,
N. H. Ukani, and
A. A. Lazar
Visualizing Parallel Information Processing in the Fruit Fly Retina
Computational and Systems Neuroscience Meeting , February 2016 , Salt Lake City, UT
BibTex Code Supplementary Information
Visualizing Parallel Information Processing in the Fruit Fly Retina
Computational and Systems Neuroscience Meeting , February 2016 , Salt Lake City, UT
BibTex Code Supplementary Information
N. H. Ukani,
A. Tomkins,
C.-H. Yeh,
W. Bruning,
A. L. Fenichel,
Y. Zhou,
Y.-C. Huang,
D. Florescu,
C. L. Ortiz,
P. Richmond,
C.-C. Lo,
D. Coca,
A.-S. Chiang, and
A. A. Lazar
NeuroNLP: A Natural Language Portal for Aggregated Fruit Fly Brain Data
Computational Neuroscience Meeting , Volume 18 (Suppl 1):60 , BMC Neuroscience 2017 , July 2017 , University of Antwerp, Antwerp, Belgium
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NeuroNLP: A Natural Language Portal for Aggregated Fruit Fly Brain Data
Computational Neuroscience Meeting , Volume 18 (Suppl 1):60 , BMC Neuroscience 2017 , July 2017 , University of Antwerp, Antwerp, Belgium
BibTex DOI
T. Liu,
C.-H. Yeh, and
A. A. Lazar
Time-Dependent Simultaneous Configural and Elemental Odorant Mixture Processing
COSYNE*2020 , February 2020 , Denver , CO
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Time-Dependent Simultaneous Configural and Elemental Odorant Mixture Processing
COSYNE*2020 , February 2020 , Denver , CO
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A. A. Lazar and
C.-H. Yeh
An Open-Source Model of the Early Olfactory System of the Fruit Fly and Its I/O Characterization
Society for Neuroscience Abstracts , November 11-15 , 2017 , Washington, DC
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An Open-Source Model of the Early Olfactory System of the Fruit Fly and Its I/O Characterization
Society for Neuroscience Abstracts , November 11-15 , 2017 , Washington, DC
BibTex
A. A. Lazar and
C.-H. Yeh
Functional Identification of an Antennal Lobe DM4 Projection Neuron of the Fruit Fly
Computational Neuroscience Meeting , Volume 15 , July 2014 , Québec City , Canada
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Functional Identification of an Antennal Lobe DM4 Projection Neuron of the Fruit Fly
Computational Neuroscience Meeting , Volume 15 , July 2014 , Québec City , Canada
BibTex DOI
A. A. Lazar and
C.-H. Yeh
Predictive Coding in the Drosophila Antennal Lobe
BMC Neuroscience 2019, 20 (Suppl 1): P346 , 28th Annual Computational Neuroscience Meeting , July 13-17 , 2019 , Barcelona, Spain
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Predictive Coding in the Drosophila Antennal Lobe
BMC Neuroscience 2019, 20 (Suppl 1): P346 , 28th Annual Computational Neuroscience Meeting , July 13-17 , 2019 , Barcelona, Spain
BibTex DOI
A. A. Lazar and
C.-H. Yeh
A Molecular Odorant Transduction Model and Combinatorial Encoding in the Drosophila Antennae
BMC Neuroscience 2018, 19(Suppl 2):F3 , 27th Computational Neuroscience Meeting (featured oral presentation) , July 13-18 , 2018 , Seattle, WA
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A Molecular Odorant Transduction Model and Combinatorial Encoding in the Drosophila Antennae
BMC Neuroscience 2018, 19(Suppl 2):F3 , 27th Computational Neuroscience Meeting (featured oral presentation) , July 13-18 , 2018 , Seattle, WA
BibTex DOI
A. A. Lazar and
E. A. Pnevmatikakis
Encoding, Processing and Decoding of Sensory Stimuli with a Spiking Neural Population
AREADNE 2008, Research in Encoding and Decoding of Neural Ensembles , June 26-29 , 2008 , Santorini, Greece
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Encoding, Processing and Decoding of Sensory Stimuli with a Spiking Neural Population
AREADNE 2008, Research in Encoding and Decoding of Neural Ensembles , June 26-29 , 2008 , Santorini, Greece
BibTex
A. A. Lazar and
E. A. Pnevmatikakis
Invariant Representations of Visual Streams in the Spike Domain
Bernstein Conference in Computational Neuroscience , September 30 - October 2 , 2009 , Frankfurt am Main, Germany
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Invariant Representations of Visual Streams in the Spike Domain
Bernstein Conference in Computational Neuroscience , September 30 - October 2 , 2009 , Frankfurt am Main, Germany
BibTex DOI
A. A. Lazar and
E. A. Pnevmatikakis
A Stochastic Model of Olfactory Transduction
Conference on Engineering Principles in Biological Systems , December 3-6 , 2006 , Cold Spring Harbor Laboratory, Cold Spring Harbor, NY
BibTex
A Stochastic Model of Olfactory Transduction
Conference on Engineering Principles in Biological Systems , December 3-6 , 2006 , Cold Spring Harbor Laboratory, Cold Spring Harbor, NY
BibTex
A. A. Lazar and
E. A. Pnevmatikakis
A Simple Spiking Retina Model for Exact Video Stimulus Representation
The Computational Neuroscience Meeting , July 19-24 , 2008 , Portland, Oregon
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A Simple Spiking Retina Model for Exact Video Stimulus Representation
The Computational Neuroscience Meeting , July 19-24 , 2008 , Portland, Oregon
BibTex DOI
A. A. Lazar and
E. A. Pnevmatikakis
Reconstruction and Classification of Stimuli Encoded with Neural Circuits with Feedback
Computational Neuroscience Meeting , July 18-23 , 2009 , Berlin, Germany
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Reconstruction and Classification of Stimuli Encoded with Neural Circuits with Feedback
Computational Neuroscience Meeting , July 18-23 , 2009 , Berlin, Germany
BibTex DOI
A. A. Lazar and
E. A. Pnevmatikakis
Multi Input Multi Output Neural Population Encoding
The Computational Neuroscience Meeting , July 8-10 , 2007 , Toronto, Canada , featured talk
BibTex DOI
Multi Input Multi Output Neural Population Encoding
The Computational Neuroscience Meeting , July 8-10 , 2007 , Toronto, Canada , featured talk
BibTex DOI
A. A. Lazar and
E. A. Pnevmatikakis
Faithful Representation of Video Streams with a Population of Spiking Neurons
Computational and Systems Neuroscience Meeting , February 28 - March 2 , 2008 , Salt Lake City, UT
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Faithful Representation of Video Streams with a Population of Spiking Neurons
Computational and Systems Neuroscience Meeting , February 28 - March 2 , 2008 , Salt Lake City, UT
BibTex
A. A. Lazar and
R. J. Turetsky
Encoding Auditory Scenes with a Population of Hodgkin-Huxley Neurons
Computational Neuroscience Meeting , July 24-30 , 2010 , San Antonio, TX
BibTex DOI Pubmed Central
Encoding Auditory Scenes with a Population of Hodgkin-Huxley Neurons
Computational Neuroscience Meeting , July 24-30 , 2010 , San Antonio, TX
BibTex DOI Pubmed Central
A. A. Lazar and
T. Liu
An Open-Source Model of the Fruit Fly Larval Mushroom Body
Neurobiology of Drosophila , Cold Spring Harbor Laboratory , October 3-7 , 2017
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An Open-Source Model of the Fruit Fly Larval Mushroom Body
Neurobiology of Drosophila , Cold Spring Harbor Laboratory , October 3-7 , 2017
BibTex
A. A. Lazar and
Y. B. Slutskiy
Identifying Dendritic Processing in Drosophila OSNs
Computational and Systems Neuroscience Meeting , February 2012 , Salt Lake City, UT
BibTex
Identifying Dendritic Processing in Drosophila OSNs
Computational and Systems Neuroscience Meeting , February 2012 , Salt Lake City, UT
BibTex
A. A. Lazar and
Y. B. Slutskiy
Identifying Dendritic Processing in a [Filter]-[Hodgkin Huxley] Circuit
Computational Neuroscience Meeting , July 23-28 , 2011 , Stockholm, Sweden
BibTex DOI Pubmed Central
Identifying Dendritic Processing in a [Filter]-[Hodgkin Huxley] Circuit
Computational Neuroscience Meeting , July 23-28 , 2011 , Stockholm, Sweden
BibTex DOI Pubmed Central
A. A. Lazar and
Y. B. Slutskiy
Estimating Receptive Fields and Spike-Processing Neural Circuits in Drosophila
Computational Neuroscience Meeting , July 21-24 , 2012 , Atlanta/Decatur, GA , oral presentation
BibTex DOI Pubmed Central
Estimating Receptive Fields and Spike-Processing Neural Circuits in Drosophila
Computational Neuroscience Meeting , July 21-24 , 2012 , Atlanta/Decatur, GA , oral presentation
BibTex DOI Pubmed Central
A. A. Lazar and
Y. B. Slutskiy
Identification of Nonlinear-Nonlinear Neuron Models and Stimulus Decoding
Computational Neuroscience Meeting , July 13-18 , 2013 , Paris, France
BibTex DOI
Identification of Nonlinear-Nonlinear Neuron Models and Stimulus Decoding
Computational Neuroscience Meeting , July 13-18 , 2013 , Paris, France
BibTex DOI
A. A. Lazar and
Y. Zhou
Encoding Visual Stimuli with a Population of Hodgkin-Huxley Neurons
Computational Neuroscience Meeting , July 24-30 , 2010 , San Antonio, TX
BibTex DOI Pubmed Central
Encoding Visual Stimuli with a Population of Hodgkin-Huxley Neurons
Computational Neuroscience Meeting , July 24-30 , 2010 , San Antonio, TX
BibTex DOI Pubmed Central
D. S. Chevitarese,
L. E. Givon,
A. A. Lazar, and
M. Vellasco
CircuitML: a Modular Language for Modeling Local Processing Units in the Drosophila Brain
Front. Neuroinform. Conference Abstract: Neuroinformatics 2013 , August 27 - 29 , 2013 , Stockholm, Sweden
BibTex DOI
CircuitML: a Modular Language for Modeling Local Processing Units in the Drosophila Brain
Front. Neuroinform. Conference Abstract: Neuroinformatics 2013 , August 27 - 29 , 2013 , Stockholm, Sweden
BibTex DOI
L. E. Givon,
A. A. Lazar, and
N. H. Ukani
Neuroarch: A Graph-Based Platform for Constructing and Querying Models of the Fruit Fly Brain Architecture
Frontiers in Neuroinformatics , Number 42 , August 2014 , Leiden, The Netherlands
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Neuroarch: A Graph-Based Platform for Constructing and Querying Models of the Fruit Fly Brain Architecture
Frontiers in Neuroinformatics , Number 42 , August 2014 , Leiden, The Netherlands
BibTex DOI
A. J. Kim,
A. A. Lazar, and
Y. B. Slutskiy
Drosophila Projection Neurons Encode the Acceleration of Time-Varying Odor Waveforms
Computational and Systems Neuroscience Meeting , February 2011 , Salt Lake City, UT , oral presentation
BibTex
Drosophila Projection Neurons Encode the Acceleration of Time-Varying Odor Waveforms
Computational and Systems Neuroscience Meeting , February 2011 , Salt Lake City, UT , oral presentation
BibTex
A. J. Kim,
A. A. Lazar, and
Y. B. Slutskiy
Investigating Odor Identity Encoding in Drosophila OSNs
Computational and Systems Neuroscience Meeting , February 2011 , Salt Lake City, UT
BibTex
Investigating Odor Identity Encoding in Drosophila OSNs
Computational and Systems Neuroscience Meeting , February 2011 , Salt Lake City, UT
BibTex
A. J. Kim,
A. A. Lazar, and
Y. Slutskiy
2D Encoding of Concentration and Concentration Gradient in Drosophila ORNs
Computational and Systems Neuroscience Meeting , February 2010 , Salt Lake City, UT
BibTex DOI
2D Encoding of Concentration and Concentration Gradient in Drosophila ORNs
Computational and Systems Neuroscience Meeting , February 2010 , Salt Lake City, UT
BibTex DOI
A. J. Kim,
A. A. Lazar, and
Y. Slutskiy
System Identification of the DM4 Glomerulus in the Drosophila Antennal Lobe
Computational Neuroscience Meeting , July 24-30 , 2010 , San Antonio, TX
BibTex DOI Pubmed Central
System Identification of the DM4 Glomerulus in the Drosophila Antennal Lobe
Computational Neuroscience Meeting , July 24-30 , 2010 , San Antonio, TX
BibTex DOI Pubmed Central
A. A. Lazar,
K. Psychas,
N. H. Ukani, and
Y. Zhou
Retina of the Fruit Fly Eyes: A Detailed Simulation Model
BMC Neuroscience , Volume 16 (Suppl 1) , pp. 301 , July 2015
BibTex DOI
Retina of the Fruit Fly Eyes: A Detailed Simulation Model
BMC Neuroscience , Volume 16 (Suppl 1) , pp. 301 , July 2015
BibTex DOI
L. E. Givon,
A. A. Lazar,
K. Psychas,
N. H. Ukani,
C.-H. Yeh, and
Y. Zhou
Neurokernel: Building an in Silico Fruit Fly Brain
IEEE EMBS BRAIN Grand Challenges Conference , IEEE , November 2014
BibTex
Neurokernel: Building an in Silico Fruit Fly Brain
IEEE EMBS BRAIN Grand Challenges Conference , IEEE , November 2014
BibTex
A. A. Lazar,
N. H. Ukani, and
Y. Zhou
Modeling Contrast Gain Control of Fly Photoreceptors
27th Computational Neuroscience Meeting , July 13-18 , 2018 , Seattle, WA
BibTex
Modeling Contrast Gain Control of Fly Photoreceptors
27th Computational Neuroscience Meeting , July 13-18 , 2018 , Seattle, WA
BibTex
A. A. Lazar,
N. H. Ukani, and
Y. Zhou
Functional Identification of Complex Cells from Spike Times and the Decoding of Visual Stimuli
BMC Neuroscience , Volume 16 (Suppl 1) , pp. 300 , July 2015
BibTex DOI
Functional Identification of Complex Cells from Spike Times and the Decoding of Visual Stimuli
BMC Neuroscience , Volume 16 (Suppl 1) , pp. 300 , July 2015
BibTex DOI
A. A. Lazar,
N. H. Ukani, and
Y. Zhou
A General Model for Divisive Normalization and its Identification
Society for Neuroscience Abstracts , November 11-15 , 2017 , Washington, DC
BibTex
A General Model for Divisive Normalization and its Identification
Society for Neuroscience Abstracts , November 11-15 , 2017 , Washington, DC
BibTex
A. A. Lazar,
N. H. Ukani,
C.-H. Yeh, and
Y. Zhou
A Parallel Programming Model of Local Processing Units in the Fruit Fly Brain
Frontiers in Neuroinformatics , Number 24 , August 2014 , Leiden, The Netherlands
BibTex DOI
A Parallel Programming Model of Local Processing Units in the Fruit Fly Brain
Frontiers in Neuroinformatics , Number 24 , August 2014 , Leiden, The Netherlands
BibTex DOI
A. A. Lazar,
N. H. Ukani,
C.-H. Yeh, and
Y. Zhou
NeuroGFX: A Graphical Functional Explorer for Fruit Fly Brain Circuits
Society for Neuroscience Abstracts , November 11-15 , 2017 , Washington, DC
BibTex
NeuroGFX: A Graphical Functional Explorer for Fruit Fly Brain Circuits
Society for Neuroscience Abstracts , November 11-15 , 2017 , Washington, DC
BibTex
A. A. Lazar,
T. Liu, and
Y. Zhou
Divisive Normalization Circuits Faithfully Represent Visual, Olfactory and Auditory Stimuli
BMC Neuroscience 2019, 20 (Suppl 1): P353 , 28th Annual Computational Neuroscience Meeting , 13-17 July , 2019 , Barcelona, Spain
BibTex DOI
Divisive Normalization Circuits Faithfully Represent Visual, Olfactory and Auditory Stimuli
BMC Neuroscience 2019, 20 (Suppl 1): P353 , 28th Annual Computational Neuroscience Meeting , 13-17 July , 2019 , Barcelona, Spain
BibTex DOI
A. A. Lazar,
W. Li,
N. H. Ukani,
C.-H. Yeh, and
Y. Zhou
Neural Circuit Abstractions in the Fruit Fly Brain
Society for Neuroscience Abstracts , November 9-13 , 2013 , San Diego, California
BibTex
Neural Circuit Abstractions in the Fruit Fly Brain
Society for Neuroscience Abstracts , November 9-13 , 2013 , San Diego, California
BibTex
A. A. Lazar,
Y. B. Slutskiy, and
Y. Zhou
Functional Identification and Evaluation of Massively Parallel Neural Circuits
Computational Neuroscience Meeting , July 13-18 , 2013 , Paris, France
BibTex DOI
Functional Identification and Evaluation of Massively Parallel Neural Circuits
Computational Neuroscience Meeting , July 13-18 , 2013 , Paris, France
BibTex DOI
Request for Comments
N. H. Ukani,
A. Tomkins,
C.-H. Yeh,
W. Bruning,
A. L. Fenichel,
Y. Zhou,
Y.-C. Huang,
D. Florescu,
C. L. Ortiz,
P. Richmond,
C.-C. Lo,
D. Coca,
A.-S. Chiang, and
A. A. Lazar
NeuroNLP: a Natural Language Portal for Aggregated Fruit Fly Brain Data
Neurokernel Request for Comments, Neurokernel RFC #8 , December 2016
BibTex DOI PDF
NeuroNLP: a Natural Language Portal for Aggregated Fruit Fly Brain Data
Neurokernel Request for Comments, Neurokernel RFC #8 , December 2016
BibTex DOI PDF
L. E. Givon and
A. A. Lazar
Neurokernel: An Open Scalable Software Framework for Emulation and Validation of Drosophila Brain Models on Multiple GPUs
Neurokernel Request for Comments, Neurokernel RFC #1 , February 2014
BibTex DOI PDF Neurokernel Documentation
Neurokernel: An Open Scalable Software Framework for Emulation and Validation of Drosophila Brain Models on Multiple GPUs
Neurokernel Request for Comments, Neurokernel RFC #1 , February 2014
BibTex DOI PDF Neurokernel Documentation
L. E. Givon and
A. A. Lazar
Generating an Executable Model of the Drosophila Central Complex
Neurokernel Request for Comments, Neurokernel RFC #6 , May 2016
BibTex DOI PDF Neurokernel Documentation
Generating an Executable Model of the Drosophila Central Complex
Neurokernel Request for Comments, Neurokernel RFC #6 , May 2016
BibTex DOI PDF Neurokernel Documentation
L. E. Givon and
A. A. Lazar
Neurokernel: An Open Source Platform for Emulating the Fruit Fly Brain
Neurokernel Request for Comments, Neurokernel RFC #4 , October 2015
BibTex DOI PDF Neurokernel Documentation
Neurokernel: An Open Source Platform for Emulating the Fruit Fly Brain
Neurokernel Request for Comments, Neurokernel RFC #4 , October 2015
BibTex DOI PDF Neurokernel Documentation
N. H. Ukani,
C.-H. Yeh,
A. Tomkins,
Y. Zhou,
D. Florescu,
C. L. Ortiz,
Y.-C. Huang,
C.-T. Wang,
P. Richmond,
C.-C. Lo,
D. Coca,
A.-S. Chiang, and
A. A. Lazar
The Fruit Fly Brain Observatory: from Structure to Function
Neurokernel Request for Comments, Neurokernel RFC #7 , December 2016
BibTex Code DOI PDF
The Fruit Fly Brain Observatory: from Structure to Function
Neurokernel Request for Comments, Neurokernel RFC #7 , December 2016
BibTex Code DOI PDF
C.-H. Yeh,
Y. Zhou,
N. H. Ukani, and
A. A. Lazar
NeuroGFX: a Graphical Functional Explorer for Fruit Fly Brain Circuits
Neurokernel Request for Comments, Neurokernel RFC #9 , December 2016
BibTex DOI PDF
NeuroGFX: a Graphical Functional Explorer for Fruit Fly Brain Circuits
Neurokernel Request for Comments, Neurokernel RFC #9 , December 2016
BibTex DOI PDF
L. E. Givon,
A. A. Lazar, and
N. H. Ukani
NeuroArch: A Graph dB for Querying and Executing Fruit Fly Brain Circuits
Neurokernel Request for Comments, Neurokernel RFC #5 , December 2015
BibTex DOI PDF Neurokernel Documentation
NeuroArch: A Graph dB for Querying and Executing Fruit Fly Brain Circuits
Neurokernel Request for Comments, Neurokernel RFC #5 , December 2015
BibTex DOI PDF Neurokernel Documentation
A. A. Lazar,
K. Psychas,
N. H. Ukani, and
Y. Zhou
A Parallel Processing Model of the Drosophila Retina
Neurokernel Request for Comments, Neurokernel RFC #3 , August 2015
BibTex DOI PDF Video Neurokernel Documentation
A Parallel Processing Model of the Drosophila Retina
Neurokernel Request for Comments, Neurokernel RFC #3 , August 2015
BibTex DOI PDF Video Neurokernel Documentation
A. A. Lazar,
N. H. Ukani, and
Y. Zhou
The Cartridge: A Canonical Neural Circuit Abstraction of the Lamina Neuropil -- Construction and Composition Rules
Neurokernel Request for Comments, Neurokernel RFC #2 , January 2014
BibTex DOI PDF Neurokernel Documentation
The Cartridge: A Canonical Neural Circuit Abstraction of the Lamina Neuropil -- Construction and Composition Rules
Neurokernel Request for Comments, Neurokernel RFC #2 , January 2014
BibTex DOI PDF Neurokernel Documentation
A. A. Lazar,
N. H. Ukani, and
Y. Zhou
Sparse Functional Identification of Complex Cells from Spike Times and the Decoding of Visual Stimuli
Neurons and Cognition, arXiv.org , June 2017
BibTex PDF
Sparse Functional Identification of Complex Cells from Spike Times and the Decoding of Visual Stimuli
Neurons and Cognition, arXiv.org , June 2017
BibTex PDF
Source Code
N. H. Ukani,
C.-H. Yeh,
A. Tomkins,
Y. Zhou,
M. K. Turkcan,
T. Liu,
J. Marty,
D. Florescu,
C. L. Ortiz,
Y.-C. Huang,
C.-T. Wang,
P. Richmond,
C.-C. Lo,
D. Coca,
A.-S. Chiang, and
A. A. Lazar
Fruit Fly Brain Observatory Source Code, Installation and Launching
Github , October 2018
BibTex Code
Fruit Fly Brain Observatory Source Code, Installation and Launching
Github , October 2018
BibTex Code