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Encoding in Balanced Networks: Revisiting Spike Patterns and Chaos in Stimulus-Driven Systems

Highly connected recurrent neural networks often produce chaotic dynamics, meaning their precise activity is sensitive to small perturbations. What are the consequences of chaos for how such networks encode streams of temporal stimuli? On the one hand, chaos is a strong source of randomness, suggest...

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Bibliografiske detaljer
Udgivet i:PLoS Comput Biol
Main Authors: Lajoie, Guillaume, Lin, Kevin K., Thivierge, Jean-Philippe, Shea-Brown, Eric
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2016
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5156368/
https://ncbi.nlm.nih.gov/pubmed/27973557
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1005258
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