Publications

Please note that authors' names appear in alphabetical order.

Papers

  • A. A. Lazar and Y. B. Slutskiy and Y. Zhou, Massively Parallel Neural Circuits for Stereoscopic Color Vision: Encoding, Decoding and Identification, Neural Networks: Mathematical and Computational Analysis, In Press
  • A. A. Lazar and Y. B. Slutskiy and Y. Zhou, Channel Identification Machines for Multidimensional Receptive Fields, Frontiers in Computational Neuroscience, In Press
  • 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, July 2014
  • A. A. Lazar and Y. B. Slutskiy, Multisensory Encoding, Decoding, and Identification, Advances in Neural Information Processing Systems 26, pp. 3208–3216, December 2013   [pdf]
  • A. A. Lazar and Y. B. Slutskiy, Functional Identification of Spike-Processing Neural Circuits, Neural Computation, MIT Press, August 2013   [pdf]
  • A. A. Lazar and Y. B. Slutskiy, Channel Identification Machines, Journal of Computational Intelligence and Neuroscience, Volume 2012, pp. 1-20, July 2012   [pdf]
  • A. J. Kim, A. A. Lazar and Y. B. Slutskiy, System Identification of Drosophila Olfactory Sensory Neurons, Journal of Computational Neuroscience, Vol. 30, No. 1, pp. 143–161, 2011, Special Issue on Methods of Information Theory
  • A. A. Lazar and Y. B. Slutskiy, Identifying Dendritic Processing, Advances in Neural Information Processing Systems 23, pp. 1261–1269, December 2010   [pdf]

Conference Presentations

  • A. A. Lazar and Y. B. Slutskiy, Multisensory Encoding, Decoding, and Identification, Neural Information Processing Systems Conference (NIPS 2013), Lake Tahoe, Nevada, December 2013
  • A. A. Lazar and Y. B. Slutskiy, Identification of Nonlinear-Nonlinear Neuron Models and Stimulus Decoding, Computational Neuroscience Meeting (CNS*2013), Paris, France, July 2013
  • A. A. Lazar and Y. B. Slutskiy and Y. Zhou, Functional Identification and Evaluation of Massively Parallel Neural Circuits, Computational Neuroscience Meeting (CNS*2013), Paris, France, July 2013
  • A. A. Lazar and Y. B. Slutskiy, Estimating Receptive Fields and Spike-Processing Neural Circuits in Drosophila, Computational Neuroscience Meeting (CNS*2012), Atlanta/Decatur, GA, July 2012, oral presentation
  • A. A. Lazar and Y. B. Slutskiy, Identifying Dendritic Processing in Drosophila OSNs, Computational and Systems Neuroscience Meeting (COSYNE 2012), Salt Lake City, UT, February 2012
  • A. A. Lazar and Y. B. Slutskiy, Identifying Dendritic Processing in a [Filter]-[Hodgkin Huxley] Circuit, Compu-tational Neuroscience Meeting (CNS*2011), Stockholm, Sweden, July 2011
  • 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 (COSYNE 2011), Salt Lake City, UT, February 2011, oral presentation
  • A. J. Kim, A. A. Lazar and Y. B. Slutskiy, Investigating Odor Identity Encoding in Drosophila OSNs, Computational and Systems Neuroscience Meeting (COSYNE 2011), Salt Lake City, UT, February 2011
  • A. A. Lazar and Y. B. Slutskiy, Identifying Dendritic Processing, Neural Information Processing Systems Conference (NIPS 2010), Vancouver, British Columbia, December 2010, spotlight presentation
  • A. J. Kim, A. A. Lazar and Y. B. Slutskiy, System Identification of the DM4 Glomerulus in the Drosophila Antennal Lobe, Computational Neuroscience Meeting (CNS*2010), San Antonio, TX, July 2010
  • A. J. Kim, A. A. Lazar and Y. B. Slutskiy, 2D Encoding of Concentration and Concentration Gradient in Drosophila ORNs, Computational and Systems Neuroscience Meeting (COSYNE 2010), Salt Lake City, UT, February 2010