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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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Bibliografiska uppgifter
I publikationen:PLoS Comput Biol
Huvudupphovsmän: Lajoie, Guillaume, Lin, Kevin K., Thivierge, Jean-Philippe, Shea-Brown, Eric
Materialtyp: Artigo
Språk:Inglês
Publicerad: Public Library of Science 2016
Ämnen:
Länkar: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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