2010


Anmo J. Kim
Information Processing and Representation in the Drosophila Early Olfactory System
Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University , October 2010
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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. 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
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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
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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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Eftychios A. Pnevmatikakis
Spikes as Projections: Representation and Processing of Sensory Stimuli in the Time Domain
Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University , February 2010
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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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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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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
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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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