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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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Publié dans:PLoS Comput Biol
Auteurs principaux: Lajoie, Guillaume, Lin, Kevin K., Thivierge, Jean-Philippe, Shea-Brown, Eric
Format: Artigo
Langue:Inglês
Publié: Public Library of Science 2016
Sujets:
Accès en ligne: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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