@book{2010a, author = "Anmo J. Kim", title = "Information Processing and Representation in the Drosophila Early Olfactory System", year = 2010, booktitle = "Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University", month = "Oct" } @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." } @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" } @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{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" } @book{2010a, author = "Eftychios A. Pnevmatikakis", title = "Spikes as Projections: Representation and Processing of Sensory Stimuli in the Time Domain", year = 2010, booktitle = "Ph.D. Thesis, Dept. of Electrical Engineering, Columbia University", month = "Feb" } @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" } @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" } @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" } @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" }