Efficiency turns the table on neural encoding, decoding and noise.
作者： Sophie Deneve , Matthew Chalk
DOI: 10.1016/J.CONB.2016.03.002
关键词:
摘要: Sensory neurons are usually described with an encoding model, for example, a function that predicts their response from the sensory stimulus using a receptive field (RF) or a tuning …
scilit.net参考文章(48)
H. B. Barlow, Possible Principles Underlying the Transformations of Sensory Messages The MIT Press. pp. 216- 234 ,(2012) , 10.7551/MITPRESS/9780262518420.003.0013
Michael P. Sceniak, Dario L. Ringach, Michael J. Hawken, Robert Shapley, Contrast's effect on spatial summation by macaque V1 neurons. Nature Neuroscience. ,vol. 2, pp. 733- 739 ,(1999) , 10.1038/11197
Sophie Deneve, Peter E. Latham, Alexandre Pouget, Reading population codes: a neural implementation of ideal observers Nature Neuroscience. ,vol. 2, pp. 740- 745 ,(1999) , 10.1038/11205
Olivier Marre, Vicente Botella-Soler, Kristina D. Simmons, Thierry Mora, Gašper Tkačik, Michael J. Berry, High Accuracy Decoding of Dynamical Motion from a Large Retinal Population PLOS Computational Biology. ,vol. 11, pp. e1004304- ,(2015) , 10.1371/JOURNAL.PCBI.1004304
Liam Paninski, Jonathan Pillow, Jeremy Lewi, Statistical models for neural encoding, decoding, and optimal stimulus design Progress in Brain Research. ,vol. 165, pp. 493- 507 ,(2007) , 10.1016/S0079-6123(06)65031-0
M. A. Schwemmer, A. L. Fairhall, S. Deneve, E. T. Shea-Brown, Constructing Precisely Computing Networks with Biophysical Spiking Neurons The Journal of Neuroscience. ,vol. 35, pp. 10112- 10134 ,(2015) , 10.1523/JNEUROSCI.4951-14.2015
David K. Warland, Pamela Reinagel, Markus Meister, Decoding Visual Information From a Population of Retinal Ganglion Cells Journal of Neurophysiology. ,vol. 78, pp. 2336- 2350 ,(1997) , 10.1152/JN.1997.78.5.2336
Martin Boerlin, Christian K. Machens, Sophie Denève, Predictive Coding of Dynamical Variables in Balanced Spiking Networks PLoS Computational Biology. ,vol. 9, pp. e1003258- ,(2013) , 10.1371/JOURNAL.PCBI.1003258
W Bialek, F Rieke, R. de Ruyter van Steveninck, D Warland, READING A NEURAL CODE Science. ,vol. 252, pp. 1854- 1857 ,(1991) , 10.1126/SCIENCE.2063199
Jonathan W Pillow, Liam Paninski, Valerie J Uzzell, Eero P Simoncelli, EJ Chichilnisky, Prediction and decoding of retinal ganglion cell responses with a probabilistic spiking model. The Journal of Neuroscience. ,vol. 25, pp. 11003- 11013 ,(2005) , 10.1523/JNEUROSCI.3305-05.2005