Journal Articles by Y. Zhou


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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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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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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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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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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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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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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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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Conference Papers


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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Abstracts


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
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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
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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
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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
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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
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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
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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
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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
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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
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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, 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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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
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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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Request for Comments


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
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. 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
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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, 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
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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
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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
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