@inproceedings{b7883d863eef4a039f05658543eaf01d,
title = "Modelling Predictive Information of Stochastic Dynamics in the Retina",
abstract = "Many experiments showed that the retina processes information before transmitting them to the visual cortex. We propose a model to elucidate the predictive effect of the amacrine cells and ganglion cells in the retina. We generate the input signals with OU (Ornstein-Uhlenbeck) and HMM (Hidden Markov model) process, and compare the mutual information calculated from the simulations with those of the moving bar experiments on bullfrog retina mounted on a multi-electrode array, illustrating that the model agrees with the experiments.",
keywords = "Amacrine cells, Direction selectivity, Ganglion cells, Predictive information, Retina",
author = "Min Yan and Yiko Chen and Chan, {C. K.} and Wong, {K. Y.Michael}",
note = "Publisher Copyright: {\textcopyright} 2018, Springer Nature Switzerland AG.; null ; Conference date: 13-12-2018 Through 16-12-2018",
year = "2018",
doi = "10.1007/978-3-030-04239-4_22",
language = "???core.languages.en_GB???",
isbn = "9783030042387",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "246--257",
editor = "Seiichi Ozawa and Leung, {Andrew Chi Sing} and Long Cheng",
booktitle = "Neural Information Processing - 25th International Conference, ICONIP 2018, Proceedings",
}