Information theory of adaptation in neurons, behavior, and mood.

Abstract:

:The ability to make accurate predictions of future stimuli and consequences of one's actions are crucial for the survival and appropriate decision-making. These predictions are constantly being made at different levels of the nervous system. This is evidenced by adaptation to stimulus parameters in sensory coding, and in learning of an up-to-date model of the environment at the behavioral level. This review will discuss recent findings that actions of neurons and animals are selected based on detailed stimulus history in such a way as to maximize information for achieving the task at hand. Information maximization dictates not only how sensory coding should adapt to various statistical aspects of stimuli, but also that reward function should adapt to match the predictive information from past to future.

journal_name

Curr Opin Neurobiol

authors

Sharpee TO,Calhoun AJ,Chalasani SH

doi

10.1016/j.conb.2013.11.007

subject

Has Abstract

pub_date

2014-04-01 00:00:00

pages

47-53

eissn

0959-4388

issn

1873-6882

pii

S0959-4388(13)00218-3

journal_volume

25

pub_type

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