@abstract{LAZ03b, author = "A. A. Lazar", title = "Time Encoding with an Integrate-and-Fire Neuron with a Refractory Period", year = 2003, booktitle = "The Computational Neuroscience Meeting", month = "Jul" } @article{LAZ07, author = "A. A. Lazar", title = "Information Representation with an Ensemble of Hodgkin-Huxley Neurons", year = 2007, journal = "Neurocomputing", volume = 70, pages = "1764-1771", month = "Jun", keywords = "information representation, ensemble encoding, hodgkin–huxley neuron, i/o equivalence, stimulus recovery" } @abstract{LAZ05a, author = "A. A. Lazar", title = "The Hodgkin-Huxley Neuron as a Neuro-Modulator", year = 2005, booktitle = "Computational and Systems Neuroscience Meeting", month = "Mar" } @abstract{LAZ04b, author = "A. A. Lazar", title = "Time Encoding with Filter Banks and Integrate-and-Fire Neurons", year = 2004, booktitle = "The Computational Neuroscience Meeting", month = "Jul" } @inbook{AKL11, author = "A. J. Kim and A. A. Lazar", title = "Recovery of Stimuli Encoded with a Hodgkin-Huxley Neuron Using Conditional PRCs", year = 2012, booktitle = "Phase Response Curves in Neuroscience", publisher = "Springer", volume = 6, pages = "257-277" } @article{LAZ04, author = "A. A. Lazar", title = "Time Encoding with an Integrate-and-Fire Neuron with a Refractory Period", year = 2004, journal = "Neurocomputing", volume = 58-60, pages = "53-58", month = "Jun" } @techreport{LAZ03, author = "A. A. Lazar", title = "Time Encoding Using Filter Banks and Integrate and-Fire Neurons", year = 2003, booktitle = "BNET Technical Report #2-03", month = "Sep" } @techreport{LAZ05, author = "A. A. Lazar", title = "A Simple Model of Spike Processing", year = 2005, booktitle = "BNET Technical Report #2-05", month = "Apr" } @abstract{GAL12, author = "L. E. Givon and A. A. Lazar", title = "An Open Architecture for the Massively Parallel Emulation of the Drosophila Brain on Multiple GPUs", year = 2012, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @techreport{LAZ05, author = "A. A. Lazar", title = "Modeling the Architecture of the Olfactory System", year = 2005, booktitle = "BNET Technical Report #3-05", month = "May" } @article{LAZ10a, author = "A. A. Lazar", title = "Population Encoding with Hodgkin-Huxley Neurons", year = 2010, journal = "IEEE Transactions on Information Theory", volume = 56, number = 2, pages = "821-837", month = "Feb", keywords = "hodgkin–huxley neurons, input–output (i/o) equivalence, neural encoding, population encoding, reproducing kernel hilbert spaces, splines, stimulus reconstruction, time encoding, time decoding" } @abstract{LAZ06b, author = "A. A. Lazar", title = "Information Representation with an Ensemble of Hodgkin-Huxley Neurons", year = 2006, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @abstract{LAZ03a, author = "A. A. Lazar", title = "Time Encoding with the Integrate-and-Fire Neuron", year = 2003, booktitle = "Neural Information and Coding Workshop", month = "Mar" } @abstract{AKL09, author = "A. J. Kim and A. A. Lazar", title = "Recovery of Stimuli Encoded with a Hodgkin-Huxley Neuron Using Conditional PRCs", year = 2009, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @abstract{LAZ07a, author = "A. A. Lazar", title = "Recovery of Stimuli Encoded with Hodgkin-Huxley Neurons", year = 2007, booktitle = "Computational and Systems Neuroscience Meeting", month = "Feb" } @abstract{LAZ06d, author = "A. A. Lazar", title = "Recovery of Stimuli Encoded with Spiking Neuron Models", year = 2006, booktitle = "Conference on Engineering Principles in Biological Systems", month = "Dec" } @abstract{LAZ04a, author = "A. A. Lazar", title = "Spatio-Temporal Models for Time Encoding and Stimulus Recovery", year = 2004, booktitle = "Computational and Systems Neuroscience Meeting", month = "Mar" } @article{LAZ06, author = "A. A. Lazar", title = "A Simple Model of Spike Processing", year = 2006, journal = "Neurocomputing", volume = 69, pages = "1081-1085", month = "Jun", keywords = "time decoding machines, neurohardware realizations, linear operators" } @abstract{LAZ05b, author = "A. A. Lazar", title = "A Simple Model of Spike Processing", year = 2005, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @abstract{LAZ06a, author = "A. A. Lazar", title = "Neural Diversity and Ensemble Encoding", year = 2006, booktitle = "Computational and Systems Neuroscience Meeting", month = "Mar" } @abstract{2013a, author = "L. E. Givon and A. A. Lazar", title = "Neurokernel: An Open Architecture for the Massively Parallel Emulation of Drosophila Brain Models on Multiple GPUs", year = 2013, booktitle = "Workshop on Insect Vision: Cells, Computation, and Behavior", month = "Mar" } @article{2006a, author = "A. A. Lazar", title = "Time Encoding Machines with Multiplicative Coupling, Feedforward and Feedback", year = 2006, journal = "IEEE Transactions on Circuits and Systems-II: Express Briefs", volume = 53, number = 8, pages = "672-676", month = "Aug", keywords = "time encoding, time change, perfect signal recovery, feedforward, feedback." } @abstract{2007a, author = "A. A. Lazar", title = "Time Encoding Machines", year = 2007, booktitle = "Neuromorphic Engineering Workshop", month = "Jul" } @abstract{2013a, author = "A. A. Lazar", title = "The t-Transform and its Inverse in Neural Encoding and Decoding", year = 2013, booktitle = "Workshop on Neural Coding: Beyond Shannon", month = "Jul" } @article{2016a, author = "N. H. Ukani and A. Tomkins and C.-H. Yeh and W. Bruning and A. L. Fenichel and Y. Zhou and Y.-C. Huang and D. Florescu and C. L. Ortiz and P. Richmond and C.-C. Lo and D. Coca and A.-S. Chiang and A. A. Lazar", title = "NeuroNLP: a Natural Language Portal for Aggregated Fruit Fly Brain Data", year = 2016, journal = "Neurokernel Request for Comments, Neurokernel RFC #8", month = "Dec" } @article{2014, author = "L. E. Givon and A. A. Lazar", title = "Neurokernel: An Open Scalable Software Framework for Emulation and Validation of Drosophila Brain Models on Multiple GPUs", year = 2014, journal = "Neurokernel Request for Comments, Neurokernel RFC #1", month = "Feb" } @article{nkrfc6, author = "L. E. Givon and A. A. Lazar", title = "Generating an Executable Model of the Drosophila Central Complex", year = 2016, journal = "Neurokernel Request for Comments, Neurokernel RFC #6", month = "May" } @abstract{2017a, author = "N. H. Ukani and C.-H. Yeh and A. Tomkins and Y. Zhou and D. Florescu and C. L. Ortiz and Y.-C. Huang and C.-T. Wang and P. Richmond and C.-C. Lo and D. Coca and A.-S. Chiang and A. A. Lazar", title = "The Fruit Fly Brain Observatory: from Structure to Function", year = 2017, booktitle = "Computational and Systems Neuroscience Meeting", month = "Feb" } @abstract{2016a, author = "Y. Zhou and K. Psychas and N. H. Ukani and A. A. Lazar", title = "Visualizing Parallel Information Processing in the Fruit Fly Retina", year = 2016, booktitle = "Computational and Systems Neuroscience Meeting", month = "Feb" } @article{2016a, author = "L. E. Givon and A. A. Lazar", title = "Neurokernel: An Open Source Platform for Emulating the Fruit Fly Brain", year = 2016, journal = "PLOS ONE", volume = 11, e0146581, month = "Jan" } @article{2019a, author = "N. H. Ukani and C.-H. Yeh and A. Tomkins and Y. Zhou and D. Florescu and C. L. Ortiz and Y.-C. Huang and C.-T. Wang and M. K. Turkcan and T. Liu and P. Richmond and C.-C. Lo and D. Coca and A.-S. Chiang and A. A. Lazar", title = "The Fruit Fly Brain Observatory: From Structure to Function", year = 2019, journal = "bioRxiv", volume = 580290, month = "Mar" } @article{nkrfc4, author = "L. E. Givon and A. A. Lazar", title = "Neurokernel: An Open Source Platform for Emulating the Fruit Fly Brain", year = 2015, journal = "Neurokernel Request for Comments, Neurokernel RFC #4", month = "Oct" } @url{2018a, author = "N. H. Ukani and C.-H. Yeh and A. Tomkins and Y. Zhou and M. K. Turkcan and T. Liu and J. Marty and D. Florescu and C. L. Ortiz and Y.-C. Huang and C.-T. Wang and P. Richmond and C.-C. Lo and D. Coca and A.-S. Chiang and A. A. Lazar", title = "Fruit Fly Brain Observatory Source Code, Installation and Launching", year = 2018, publisher = "Github", month = "Oct" } @article{2016a, author = "N. H. Ukani and C.-H. Yeh and A. Tomkins and Y. Zhou and D. Florescu and C. L. Ortiz and Y.-C. Huang and C.-T. Wang and P. Richmond and C.-C. Lo and D. Coca and A.-S. Chiang and A. A. Lazar", title = "The Fruit Fly Brain Observatory: from Structure to Function", year = 2016, journal = "Neurokernel Request for Comments, Neurokernel RFC #7", month = "Dec" } @abstract{UTY17, author = "N. H. Ukani and A. Tomkins and C.-H. Yeh and W. Bruning and A. L. Fenichel and Y. Zhou and Y.-C. Huang and D. Florescu and C. L. Ortiz and P. Richmond and C.-C. Lo and D. Coca and A.-S. Chiang and A. A. Lazar", title = "NeuroNLP: A Natural Language Portal for Aggregated Fruit Fly Brain Data", year = 2017, booktitle = "Computational Neuroscience Meeting", publisher = "BMC Neuroscience 2017", volume = 18 (Suppl 1):60, month = "Jul" } @abstract{2010a, author = "T. Liu and C.-H. Yeh and A. A. Lazar", title = "Time-Dependent Simultaneous Configural and Elemental Odorant Mixture Processing", year = 2020, booktitle = "COSYNE*2020", month = "Feb" } @article{2016a, author = "C.-H. Yeh and Y. Zhou and N. H. Ukani and A. A. Lazar", title = "NeuroGFX: a Graphical Functional Explorer for Fruit Fly Brain Circuits", year = 2016, journal = "Neurokernel Request for Comments, Neurokernel RFC #9", month = "Dec" } @inproceedings{2022a, author = "M. K. Turkcan and Y. Zhou and A. A. Lazar", title = "A Circuit Library for Exploring the Functional Logic of Massive Feedback Loops in Drosophila Brain", year = 2022, booktitle = "COSYNE 2022" } @abstract{lazar_et_al_sfn_2017c, author = "A. A. Lazar and C.-H. Yeh", title = "An Open-Source Model of the Early Olfactory System of the Fruit Fly and Its I/O Characterization", year = 2017, journal = "Society for Neuroscience Abstracts", month = "Nov" } @abstract{2014a, author = "A. A. Lazar and C.-H. Yeh", title = "Functional Identification of an Antennal Lobe DM4 Projection Neuron of the Fruit Fly", year = 2014, booktitle = "Computational Neuroscience Meeting", volume = 15, month = "Jul" } @article{2020a, author = "A. A. Lazar and C.-H. Yeh", title = "A Molecular Odorant Transduction Model and the Complexity of Spatio-Temporal Encoding in the Drosophila Antenna", year = 2020, journal = "PLOS Computational Biology", volume = 16, number = 4, month = "Apr" } @abstract{2019b, author = "A. A. Lazar and C.-H. Yeh", title = "Predictive Coding in the Drosophila Antennal Lobe", year = 2019, journal = "BMC Neuroscience 2019, 20 (Suppl 1): P346", publisher = "28th Annual Computational Neuroscience Meeting" } @article{LAY17, author = "A. A. Lazar and C.-H. Yeh", title = "A Parallel Processing Model of Drosophila Olfactory Sensory Neurons and Its Biological Validation", year = 2017, journal = "bioRxiv (available at https://www.biorxiv.org/content/10.1101/237669v1)", month = "Dec" } @abstract{LAY18, author = "A. A. Lazar and C.-H. Yeh", title = "A Molecular Odorant Transduction Model and Combinatorial Encoding in the Drosophila Antennae", year = 2018, journal = "BMC Neuroscience 2018, 19(Suppl 2):F3", publisher = "27th Computational Neuroscience Meeting (featured oral presentation)" } @article{2019a, author = "A. A. Lazar and C.-H. Yeh", title = "A Molecular Odorant Transduction Model and the Complexity of Combinatorial Encoding in the Drosophila Antenna", year = 2019, journal = "bioRxiv (the first version, published on bioRxiv in December 2017, is available at https://www.biorxiv.org/content/10.1101/237669v1)", volume = 647107, month = "May" } @abstract{LAP08d, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "Encoding, Processing and Decoding of Sensory Stimuli with a Spiking Neural Population", year = 2008, booktitle = "AREADNE 2008, Research in Encoding and Decoding of Neural Ensembles", month = "Jun" } @article{LAP08, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "Faithful Representation of Stimuli with a Population of Integrate-and-Fire Neurons", year = 2008, journal = "Neural Computation", publisher = "The MIT Press", volume = 20, number = 11, pages = "2715-2744", month = "Nov" } @abstract{LAP09f, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "Invariant Representations of Visual Streams in the Spike Domain", year = 2009, booktitle = "Bernstein Conference in Computational Neuroscience", month = "Sep" } @article{LAP09b, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "Reconstruction of Sensory Stimuli Encoded with Integrate-and-Fire Neurons with Random Thresholds", year = 2009, journal = "EURASIP Journal on Advances in Signal Processing", volume = 2009 } @abstract{LAP07b, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "A Stochastic Model of Olfactory Transduction", year = 2006, booktitle = "Conference on Engineering Principles in Biological Systems", month = "Dec" } @abstract{LAP08c, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "A Simple Spiking Retina Model for Exact Video Stimulus Representation", year = 2008, booktitle = "The Computational Neuroscience Meeting", month = "Jul" } @article{LAP09e, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "Consistent Recovery of Sensory Stimuli Encoded with MIMO Neural Circuits", year = 2010, journal = "Computational Intelligence and Neuroscience", publisher = "Hindawi Publishing Corporation", month = "Feb", keywords = "sensory stimuli, time encoding, mimo, mimo neural circuits, stimulus reconstruction" } @inproceedings{LAP11, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "Encoding of Multivariate Stimuli with MIMO Neural Circuits", year = 2011, booktitle = "Proceedings of the ISIT 2011", publisher = "IEEE", month = "Jul", keywords = "time encoding, spiking neurons, mimo sampling, video encoding, compressed sensing." } @inproceedings{LAP08e, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "A Video Time Encoding Machine", year = 2008, booktitle = "IEEE International Conference on Image Processing", pages = "717-720", month = "Oct", keywords = "time encoding, video coding, integrateand-fire neurons, frames, gabor wavelets" } @abstract{LAP09d, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "Reconstruction and Classification of Stimuli Encoded with Neural Circuits with Feedback", year = 2009, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @abstract{LAP07b, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "Multi Input Multi Output Neural Population Encoding", year = 2007, booktitle = "The Computational Neuroscience Meeting", month = "Jul" } @inproceedings{LAP09a, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "Consistent Recovery of Stimuli Encoded with a Neural Ensemble", year = 2009, booktitle = "Proceedings of the ICASSP 2009", pages = "3497-3500", month = "Apr", keywords = "time encoding, spiking neurons, consistent recovery." } @abstract{LAP08b, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "Faithful Representation of Video Streams with a Population of Spiking Neurons", year = 2008, booktitle = "Computational and Systems Neuroscience Meeting", month = "Feb" } @article{LAP11, author = "A. A. Lazar and E. A. Pnevmatikakis", title = "Video Time Encoding Machines", year = 2011, journal = "IEEE Transactions on Neural Networks", volume = 22, number = 3, pages = "461-473", month = "Mar", keywords = "faithful representation, neural circuit architectures, spiking neurons, time encoding, visual receptive fields." } @inproceedings{LAT04, author = "A. A. Lazar and L. T. Toth", title = "Sensitivity Analysis of Time Encoded Bandlimited Signals", year = 2004, booktitle = "IEEE International Conference on Acoustics, Speech and Signal Processing", volume = 2, pages = "901-904", month = "May" } @article{LAT04, author = "A. A. Lazar and L. T. Toth", title = "Perfect Recovery and Sensitivity Analysis of Time Encoded Bandlimited Signals", year = 2004, journal = "IEEE Transactions on Circuits and Systems-I: Regular Papers", volume = 51, number = 10, pages = "2060-2073", month = "Oct", keywords = "time encoding, integrate, fire neurons, frames, time decoding" } @inproceedings{LAT03, author = "A. A. Lazar and L. T. Toth", title = "Time Encoding and Perfect Recovery of Bandlimited Signals", year = 2003, booktitle = "IEEE International Conference on Acoustics, Speech and Signal Processing", volume = 6, pages = "709-712", month = "Apr" } @abstract{LAT10, author = "A. A. Lazar and R. J. Turetsky", title = "Encoding Auditory Scenes with a Population of Hodgkin-Huxley Neurons", year = 2010, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @abstract{2017a, author = "A. A. Lazar and T. Liu", title = "An Open-Source Model of the Fruit Fly Larval Mushroom Body", year = 2017, journal = "Neurobiology of Drosophila", publisher = "Cold Spring Harbor Laboratory", month = "Oct" } @abstract{LYS12, author = "A. A. Lazar and Y. B. Slutskiy", title = "Identifying Dendritic Processing in Drosophila OSNs", year = 2012, booktitle = "Computational and Systems Neuroscience Meeting", month = "Feb" } @abstract{LAS11, author = "A. A. Lazar and Y. B. Slutskiy", title = "Identifying Dendritic Processing in a [Filter]-[Hodgkin Huxley] Circuit", year = 2011, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @inproceedings{LAS10, author = "A. A. Lazar and Y. B. Slutskiy", title = "Identifying Dendritic Processing", year = 2010, booktitle = "Advances in Neural Information Processing Systems 23", publisher = "J. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R.S. Zemel and A. Culotta", pages = "1261-1269" } @abstract{LYS12b, author = "A. A. Lazar and Y. B. Slutskiy", title = "Estimating Receptive Fields and Spike-Processing Neural Circuits in Drosophila", year = 2012, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @article{LBY12, author = "A. A. Lazar and Y. B. Slutskiy", title = "Channel Identification Machines", year = 2012, journal = "Journal of Computational Intelligence and Neuroscience", volume = 2012, pages = "1-20", month = "Jul" } @abstract{2013a, author = "A. A. Lazar and Y. B. Slutskiy", title = "Identification of Nonlinear-Nonlinear Neuron Models and Stimulus Decoding", year = 2013, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @article{2014, author = "A. A. Lazar and Y. B. Slutskiy", title = "Functional Identification of Spike-Processing Neural Circuits", year = 2014, journal = "Neural Computation", publisher = "MIT Press", volume = 26, number = 2, pages = "264-305", month = "Feb" } @inproceedings{2013, author = "A. A. Lazar and Y. B. Slutskiy", title = "Multisensory Encoding, Decoding, and Identification", year = 2013, booktitle = "Advances in Neural Information Processing Systems 26", publisher = "C.J.C. Burges, L. Bottou, M. Welling, Z. Ghahramani and K.Q. Weinberger", pages = "3208-3216", month = "Dec" } @article{2015, author = "A. A. Lazar and Y. B. Slutskiy", title = "Spiking Neural Circuits with Dendritic Stimulus Processors: Encoding, Decoding, and Identification in Reproducing Kernel Hilbert Spaces", year = 2015, journal = "Journal of Computational Neuroscience", volume = 38, number = 1, pages = "1-24", month = "Feb" } @article{2014a, author = "A. A. Lazar and Y. B. Slutskiy", title = "Channel Identification Machines for Multidimensional Receptive Fields", year = 2014, journal = "Frontiers in Computational Neuroscience", volume = 8, number = 117, month = "Sep" } @abstract{LAY10, author = "A. A. Lazar and Y. Zhou", title = "Encoding Visual Stimuli with a Population of Hodgkin-Huxley Neurons", year = 2010, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @inproceedings{LAZ11, author = "A. A. Lazar and Y. Zhou", title = "Realizing Video Time Decoding Machines with Recurrent Neural Networks", year = 2011, booktitle = "Proceedings of the International Joint Conference on Neural Networks", month = "Jul" } @article{LAY12, author = "A. A. Lazar and Y. Zhou", title = "Massively Parallel Neural Encoding and Decoding of Visual Stimuli", year = 2012, journal = "Neural Networks", volume = 32, pages = "303-312", month = "Aug" } @article{2014a, author = "A. A. Lazar and Y. Zhou", title = "Reconstructing Natural Visual Scenes from Spike Times", year = 2014, journal = "Proceedings of the IEEE", volume = 102, number = 10, pages = "1500-1519", month = "Oct" } @article{2014a, author = "A. A. Lazar and Y. Zhou", title = "Volterra Dendritic Stimulus Processors and Biophysical Spike Generators with Intrinsic Noise Sources", year = 2014, journal = "Frontiers in Computational Neuroscience", volume = 8, number = 95, pages = "1-24", month = "Sep" } @article{LAZ16, author = "A. A. Lazar and Y. Zhou", title = "Identifying Multisensory Dendritic Stimulus Processors", year = 2016, journal = "IEEE Transactions on Molecular, Biological, and Multi-Scale Communications", volume = 2, number = 2, pages = "183-198", month = "Dec" } @article{2023a, author = "A. A. Lazar and Y. Zhou", title = "Divisive Normalization Processors in the Early Visual System of the Drosophila Brain", year = 2023, journal = "Biological Cybernetics", publisher = "Springer, Special Issue: What can Computer Vision learn from Visual Neuroscience?", month = "Sep" } @article{GLY17, author = "L. E. Givon and A. A. Lazar and C.-H. Yeh", title = "Generating Executable Models of the Drosophila Central Complex", year = 2017, journal = "Frontiers in Behavioral Neuroscience", month = "May" } @article{DLV11, author = "A. G. Dimitrov and A. A. Lazar and J. D. Victor", title = "Information Theory in Neuroscience", year = 2011, journal = "Journal of Computational Neuroscience", volume = 30, number = 1, pages = "1-5", month = "Feb" } @inproceedings{2019a, author = "M. Seok and M. Yang and Z. Jiang and A. A. Lazar and J. Seo", title = "Cases for Analog-Mixed-Signal Computing Integrated-Circuits for Deep Neural Networks", year = 2019, publisher = "International Symposium on VLSI Design, Automation, and Test (VLSI-DAT)" } @inproceedings{KLT05, author = "P. R. Kinget and A. A. Lazar and L. T. Toth", title = "On the Robustness of the VLSI Implementation of a Time Encoding Machine", year = 2005, booktitle = "IEEE International Symposium on Circuits and Systems", month = "May" } @inproceedings{2021a, author = "D. Wang and S. J. Kim and M. Yang and A. A. Lazar and M. Seok", title = "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", year = 2021, publisher = "2021 IEEE International Solid-State Circuits Conference (ISSCC)", pages = "160-162", month = "Feb" } @inproceedings{2018a, author = "M. Yang and C.-H. Yeh and Y. Zhou and J. P. Cerqueira and A. A. Lazar and M. Seok", title = "A 1μW Voice Activity Detector Using Analog Feature Extraction and Digital Deep Neural Network", year = 2018, journal = "2018 IEEE International Solid-State Circuits Conference (ISSCC)", pages = "346-348", month = "Feb" } @article{2019a, author = "M. Yang and C.-H. Yeh and Y. Zhou and J. P. Cerqueira and A. A. Lazar and M. Seok", title = "Design of an Always-On Deep Neural Network Based 1 μW Voice Activity Detector Aided with a Customized Software Model for Analog Feature Extraction", year = 2019, journal = "IEEE Journal of Solid-State Circuits", publisher = "IEEE", volume = 54, number = 6, pages = "1764-1777", month = "Jun" } @abstract{2013a, author = "D. S. Chevitarese and L. E. Givon and A. A. Lazar and M. Vellasco", title = "CircuitML: a Modular Language for Modeling Local Processing Units in the Drosophila Brain", year = 2013, journal = "Front. Neuroinform. Conference Abstract: Neuroinformatics 2013", month = "Aug" } @article{nkrfc5, author = "L. E. Givon and A. A. Lazar and N. H. Ukani", title = "NeuroArch: A Graph dB for Querying and Executing Fruit Fly Brain Circuits", year = 2015, journal = "Neurokernel Request for Comments, Neurokernel RFC #5", month = "Dec" } @abstract{2014a, author = "L. E. Givon and A. A. Lazar and N. H. Ukani", title = "Neuroarch: A Graph-Based Platform for Constructing and Querying Models of the Fruit Fly Brain Architecture", year = 2014, journal = "Frontiers in Neuroinformatics", number = 42, month = "Aug" } @article{KLS11, author = "A. J. Kim and A. A. Lazar and Y. B. Slutskiy", title = "System Identification of Drosophila Olfactory Sensory Neurons", year = 2011, journal = "Journal of Computational Neuroscience", publisher = "Springer", volume = 30, number = 1, pages = "143-161", month = "Feb" } @abstract{KLS11a, author = "A. J. Kim and A. A. Lazar and Y. B. Slutskiy", title = "Drosophila Projection Neurons Encode the Acceleration of Time-Varying Odor Waveforms", year = 2011, booktitle = "Computational and Systems Neuroscience Meeting", month = "Feb" } @abstract{KLS11b, author = "A. J. Kim and A. A. Lazar and Y. B. Slutskiy", title = "Investigating Odor Identity Encoding in Drosophila OSNs", year = 2011, booktitle = "Computational and Systems Neuroscience Meeting", month = "Feb" } @article{2015a, author = "A. J. Kim and A. A. Lazar and Y. B. Slutskiy", title = "Projection Neurons in Drosophila Antennal Lobes Signal the Acceleration of Odor Concentrations", year = 2015, journal = "eLife 2015;10.7554/eLife.06651", month = "Jun" } @abstract{KLS10, author = "A. J. Kim and A. A. Lazar and Y. Slutskiy", title = "2D Encoding of Concentration and Concentration Gradient in Drosophila ORNs", year = 2010, booktitle = "Computational and Systems Neuroscience Meeting", month = "Feb" } @abstract{KLS10b, author = "A. J. Kim and A. A. Lazar and Y. Slutskiy", title = "System Identification of the DM4 Glomerulus in the Drosophila Antennal Lobe", year = 2010, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @inproceedings{2023a, author = "B. Y. Bu and A. A. Lazar and Y. Zhou", title = "Evaluating with Natural Scenes the End-to-End Motion Detection of the Drosophila Early Visual System", year = 2023, booktitle = "Neurobiology of Drosophila", publisher = "Cold Spring Harbor Laboratory", month = "Oct" } @article{LPZ13, author = "A. A. Lazar and E. A. Pnevmatikakis and Y. Zhou", title = "The Power of Connectivity: Identity Preserving Transformations on Visual Streams in the Spike Domain", year = 2013, journal = "Neural Networks", volume = 44, pages = "22-35" } @article{LPZ10, author = "A. A. Lazar and E. A. Pnevmatikakis and Y. Zhou", title = "Encoding Natural Scenes with Neural Circuits with Random Thresholds", year = 2010, journal = "Vision Research", volume = 50, number = 22, pages = "2200-2212", month = "Oct", keywords = "neural encoding of natural scenes, receptive fields, neural circuits with random thresholds, reconstruction of visual stimuli, reproducing kernel hilbert spaces, regularization." } @article{LST08, author = "A. A. Lazar and E. K. Simonyi and L. T. Toth", title = "An Overcomplete Stitching Algorithm for Time Decoding Machines", year = 2008, journal = "IEEE Transactions on Circuits and Systems-I: Regular Papers", volume = 55, number = 9, pages = "2619-2630", month = "Oct", keywords = "asynchronous communications, frames, irregular sampling, real-time stitching algorithms, time decoding machines (tdms), time encoding machines (tems)." } @techreport{KLS07, author = "C. Kaldy and A. A. Lazar and E. K. Simonyi and L. T. Toth", title = "Time Encoded Communications for Human Area Network Biomonitoring", year = 2007, booktitle = "BNET Technical Report #2-0", month = "Jun" } @inproceedings{LST06, author = "A. A. Lazar and E. K. Simonyi and L. T. Toth", title = "A Real-Time Algorithm for Time Decoding Machines", year = 2006, booktitle = "14th European Signal Processing Conference", month = "Sep" } @inproceedings{AEL05, author = "A. A. Lazar and E. K. Simonyi and L. T. Toth", title = "A Toeplitz Formulation of a Real-Time Algorithm for Time Decoding Machines", year = 2005, booktitle = "Proceedings of the Conference on Telecommunication Systems, Modeling and Analysis", month = "Nov" } @inproceedings{LST05, author = "A. A. Lazar and E. K. Simonyi and L. T. Toth", title = "Fast Recovery Algorithms of Time Encoded Bandlimited Signals", year = 2005, booktitle = "IEEE International Conference on Acoustics, Speech and Signal Processing", volume = 4, pages = "237-240", month = "Mar" } @inproceedings{LST05, author = "A. A. Lazar and E. K. Simonyi and L. T. Toth", title = "Time Encoding of Bandlimited Signals, An Overview", year = 2005, booktitle = "Proceedings of the Conference on Telecommunication Systems, Modeling and Analysis", month = "Nov" } @abstract{2015b, author = "A. A. Lazar and K. Psychas and N. H. Ukani and Y. Zhou", title = "Retina of the Fruit Fly Eyes: A Detailed Simulation Model", year = 2015, journal = "BMC Neuroscience", volume = 16 (Suppl 1), pages = "301", month = "Jul" } @article{nkrfc3, author = "A. A. Lazar and K. Psychas and N. H. Ukani and Y. Zhou", title = "A Parallel Processing Model of the Drosophila Retina", year = 2015, journal = "Neurokernel Request for Comments, Neurokernel RFC #3", month = "Aug" } @abstract{2014a, author = "L. E. Givon and A. A. Lazar and K. Psychas and N. H. Ukani and C.-H. Yeh and Y. Zhou", title = "Neurokernel: Building an in Silico Fruit Fly Brain", year = 2014, booktitle = "IEEE EMBS BRAIN Grand Challenges Conference", publisher = "IEEE", month = "Nov" } @inproceedings{2021a, author = "A. A. Lazar and M. K. Turkcan and Y. Zhou", title = "Interrogating the Functional Logic of Drosophila Brain Circuits at Single-Synapse Scale", year = 2021, journal = "Society of Neuroscience", month = "Nov" } @inproceedings{2020a, author = "A. A. Lazar and M. K. Turkcan and Y. Zhou", title = "Generating Executable Mushroom Body and Lateral Horn Circuits from the Hemibrain Dataset with FlyBrainLab", year = 2020, journal = "BMC Neuroscience 2020, 21(Suppl 1):P105", booktitle = "CNS*2020", month = "Jul" } @inproceedings{2021a, author = "A. A. Lazar and M. K. Turkcan and Y. Zhou", title = "Untangling the Graph Structure of Drosophila Brain Datasets with Open Source FlyBrainLab Utility Libraries", year = 2021, journal = "Society of Neuroscience", month = "Nov" } @inproceedings{2021a, author = "A. A. Lazar and M. K. Turkcan and Y. Zhou", title = "NeuroNLP Gene Match—An Open Source Genetic Data Visualizer and Explorer", year = 2021, journal = "Neurobiology of Drosophila", month = "Oct" } @article{2022a, author = "A. A. Lazar and M. K. Turkcan and Y. Zhou", title = "A Programmable Ontology Encompassing the Functional Logic of the Drosophila Brain", year = 2022, journal = "Frontiers in Neuroinformatics", booktitle = "Neuroinformatics of Large Scale Brain Modelling", month = "Jun" } @article{2021a, author = "A. A. Lazar and M. K. Turkcan and Y. Zhou", title = "A Programmable Ontology Encompassing the Functional Logic of the Drosophila Brain", year = 2021, journal = "bioRxiv", month = "Dec" } @article{2022a, author = "A. A. Lazar and M. K. Turkcan and Y. Zhou", title = "A Programmable Model for Exploring the Functional Logic of the Drosophila Mushroom Body", year = 2022, journal = "bioRxiv", month = "Sep" } @article{2022a, author = "A. A. Lazar and M. K. Turkcan and Y. Zhou", title = "A Programmable Model for Exploring the Functional Logic of the Drosophila Antennal Lobe", year = 2022, journal = "bioRxiv", month = "Sep" } @article{2014a, author = "A. A. Lazar and N. H. Ukani and Y. Zhou", title = "The Cartridge: A Canonical Neural Circuit Abstraction of the Lamina Neuropil -- Construction and Composition Rules", year = 2014, journal = "Neurokernel Request for Comments, Neurokernel RFC #2", month = "Jan" } @abstract{LUZ18, author = "A. A. Lazar and N. H. Ukani and Y. Zhou", title = "Modeling Contrast Gain Control of Fly Photoreceptors", year = 2018, publisher = "27th Computational Neuroscience Meeting" } @abstract{2015a, author = "A. A. Lazar and N. H. Ukani and Y. Zhou", title = "Functional Identification of Complex Cells from Spike Times and the Decoding of Visual Stimuli", year = 2015, journal = "BMC Neuroscience", volume = 16 (Suppl 1), pages = "300", month = "Jul" } @article{2020a, author = "A. A. Lazar and N. H. Ukani and Y. Zhou", title = "Sparse Identification of Contrast Gain Control in the Fruit Fly Photoreceptor and Amacrine Cell Layer", year = 2020, journal = "The Journal of Mathematical Neuroscience", publisher = "Springer Open", volume = 10, number = 3, month = "Feb" } @article{LUZ18, author = "A. A. Lazar and N. H. Ukani and Y. Zhou", title = "Sparse Functional Identification of Complex Cells from Spike Times and the Decoding of Visual Stimuli", year = 2018, journal = "The Journal of Mathematical Neuroscience", volume = 8, number = 2, pages = "1-40", month = "Jan" } @abstract{lazar_et_al_sfn_2017b, author = "A. A. Lazar and N. H. Ukani and Y. Zhou", title = "A General Model for Divisive Normalization and its Identification", year = 2017, journal = "Society for Neuroscience Abstracts", month = "Nov" } @article{2017a, author = "A. A. Lazar and N. H. Ukani and Y. Zhou", title = "Sparse Functional Identification of Complex Cells from Spike Times and the Decoding of Visual Stimuli", year = 2017, journal = "Neurons and Cognition, arXiv.org", month = "Jun" } @article{2019a, author = "A. A. Lazar and N. H. Ukani and Y. Zhou", title = "Sparse Identification of Contrast Gain Control in the Fruit Fly Photoreceptor and Amacrine Cell Layer", year = 2019, journal = "Neurons and Cognition, arXiv", month = "Oct" } @article{2016a, author = "A. A. Lazar and N. H. Ukani and Y. Zhou", title = "A Motion Detection Algorithm Using Local Phase Information", year = 2016, journal = "Computational Intelligence and Neuroscience", volume = 2016, Article ID 7915245, month = "Jan" } @abstract{2014a, author = "A. A. Lazar and N. H. Ukani and C.-H. Yeh and Y. Zhou", title = "A Parallel Programming Model of Local Processing Units in the Fruit Fly Brain", year = 2014, journal = "Frontiers in Neuroinformatics", number = 24, month = "Aug" } @abstract{lazar_et_al_sfc_2017a, author = "A. A. Lazar and N. H. Ukani and C.-H. Yeh and Y. Zhou", title = "NeuroGFX: A Graphical Functional Explorer for Fruit Fly Brain Circuits", year = 2017, journal = "Society for Neuroscience Abstracts", month = "Nov" } @article{2021a, author = "N. Anerousis and P. Chemouil and A. A. Lazar and N. Mihai and S. B. Weinstein", title = "The Origin and Evolution of Open Programmable Networks and SDN", year = 2021, journal = "IEEE Communications Surveys and Tutorials", volume = 23, number = 3, month = "Feb" } @article{DFLMTII 2016, author = "A. G. Dimitrov and F. Fekri and A. A. Lazar and S. M. Moser and P. J. Thomas", title = "Guest Editorial: Biological Applications of Information Theory in Honor of Claude Shannon's Centennial, Part II", year = 2016, journal = "IEEE Transactions on Molecular, Biological, and Multi-Scale Communications", booktitle = "Special Issue on Biological Applications of Information Theory in Honor of Claude Shannon’s Centennial—Part 1", volume = 2, number = 2, pages = "117-119", month = "Dec" } @article{2016a, author = "A. G. Dimitrov and F. Fekri and A. A. Lazar and S. M. Moser and P. J. Thomas", title = "Guest Editorial: Biological Applications of Information Theory in Honor of Claude Shannon's Centennial, Part I", year = 2016, journal = "IEEE Transactions on Molecular, Biological, and Multi-Scale Communications", volume = 2, number = 1, pages = "1-4", month = "Jun" } @inproceedings{2023a, author = "A. A. Lazar and S. Shukla and Y. Zhou", title = "Generating Wiring Diagrams of Local Processing Units of the Drosophila Central Complex", year = 2023, booktitle = "Neurobiology of Drosophila", publisher = "Cold Spring Harbor Laboratory", month = "Oct" } @inproceedings{2020a, author = "A. A. Lazar and T. Liu and C.-H. Yeh", title = "The Geometry of Spatio-Temporal Odorant Mixture Encoding in the Drosophila Mushroom Body", year = 2020, journal = "BMC Neuroscience 2020, 21(Suppl 1):P218", booktitle = "CNS*2020", month = "Jul" } @inproceedings{2020a, author = "A. A. Lazar and T. Liu and C.-H. Yeh", title = "An Odorant Encoding Machine for Sampling, Reconstruction and Robust Representation of Odorant Identity", year = 2020, booktitle = "ICASSP 2020", pages = "1743-1747", month = "May" } @article{2021a, author = "A. A. Lazar and T. Liu and C.-H. Yeh", title = "The Functional Logic of Odor Information Processing in the Drosophila Antennal Lobe", year = 2021, journal = "bioRxiv ", month = "Dec" } @abstract{2019a, author = "A. A. Lazar and T. Liu and Y. Zhou", title = "Divisive Normalization Circuits Faithfully Represent Visual, Olfactory and Auditory Stimuli", year = 2019, journal = "BMC Neuroscience 2019, 20 (Suppl 1): P353", publisher = "28th Annual Computational Neuroscience Meeting" } @inproceedings{2020a, author = "A. A. Lazar and T. Liu and Y. Zhou", title = "Functional Identification of the Odorant Transduction Process of Drosophila Olfactory Sensory Neurons", year = 2020, journal = "BMC Neuroscience 2020, 21(Suppl 1):P225", booktitle = "CNS*2020", month = "Jul" } @article{2022a, author = "A. A. Lazar and T. Liu and Y. Zhou", title = "Divisive Normalization Circuits Faithfully Represent Auditory and Visual Stimuli", year = 2022, journal = "bioRxiv", month = "Sep" } @inproceedings{2023a, author = "A. A. Lazar and T. Liu and C.-H. Yeh and Y. Zhou", title = "Odorant Mixture Separation in the Drosophila Mushroom Body Calyx", year = 2023, booktitle = "Neurobiology of Drosophila", publisher = "Cold Spring Harbor Laboratory", month = "Oct" } @article{2022a, author = "A. A. Lazar and T. Liu and C.-H. Yeh and Y. Zhou", title = "Odorant Mixture Separation in Drosophila Early Olfactory System", year = 2022, journal = "bioRxiv", month = "Sep" } @inproceedings{2021a, author = "A. A. Lazar and T. Liu and M. K. Turkcan and Y. Zhou", title = "FlyBrainLab: A Complete Programming Environment for Discovering the Functional Logic of the Fruit Fly Brain", year = 2021, publisher = "Neuroinformatics Assembly 2021", month = "Apr" } @inproceedings{2020a, author = "A. A. Lazar and T. Liu and M. K. Turkcan and Y. Zhou", title = "FlyBrainLab: Interactive Computing in the Connectomic/Synaptomic Era", year = 2020, publisher = "Jupytercon", month = "Oct" } @inproceedings{2020a, author = "A. A. Lazar and T. Liu and M. K. Turkcan and Y. Zhou", title = "FlyBrainLab: An Interactive Computing Platform for Exploring the Drosophila Brain", year = 2020, publisher = "PyData Global", month = "Nov" } @article{2020a, author = "A. A. Lazar and T. Liu and M. K. Turkcan and Y. Zhou", title = "FlyBrainLab: Accelerating the Discovery of the Functional Logic of the Fruit Fly Brain in the Connectomic/Synaptomic Era", year = 2020, journal = "bioRxiv", month = "Jun" } @inproceedings{2020a, author = "A. A. Lazar and T. Liu and M. K. Turkcan and Y. Zhou", title = "Comparing Drosophila Neural Circuit Models with FlyBrainLab", year = 2020, journal = "BMC Neuroscience 2020, 21(Suppl 1):P112", booktitle = "CNS*2020", month = "Jul" } @article{2021a, author = "A. A. Lazar and T. Liu and M. K. Turkcan and Y. Zhou", title = "Accelerating with FlyBrainLab the Discovery of the Functional Logic of the Drosophila Brain in the Connectomic and Synaptomic Era", year = 2021, journal = "eLife", month = "Feb" } @inproceedings{2020a, author = "A. A. Lazar and T. Liu and M. K. Turkcan and Y. Zhou", title = "Comparative Study of Fruit Fly Brain Circuit Models with FlyBrainLab", year = 2020, publisher = "neuromatch 3.0", month = "Oct" } @inproceedings{LST04, author = "A. A. Lazar and T. Roska and E. K. Simonyi and L. T. Toth", title = "A Time Decoding Realization with a CNN", year = 2004, booktitle = "7th Seminar on Neural Networks Applications in Electrical Engineering, Neurel 2004", pages = "97-102", month = "Sep" } @abstract{2013a, author = "A. A. Lazar and W. Li and N. H. Ukani and C.-H. Yeh and Y. Zhou", title = "Neural Circuit Abstractions in the Fruit Fly Brain", year = 2013, journal = "Society for Neuroscience Abstracts", month = "Nov" } @abstract{2013a, author = "A. A. Lazar and Y. B. Slutskiy and Y. Zhou", title = "Functional Identification and Evaluation of Massively Parallel Neural Circuits", year = 2013, booktitle = "Computational Neuroscience Meeting", month = "Jul" } @article{LSZ15, author = "A. A. Lazar and Y. B. Slutskiy and Y. Zhou", title = "Massively Parallel Neural Circuits for Stereoscopic Color Vision: Encoding, Decoding and Identification", year = 2015, journal = "Neural Networks", volume = 63, pages = "254-271", month = "Mar" }