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Dynamical complexity and computation in recurrent neural networks beyond their fixed point

Spontaneous activity found in neural networks usually results in a reduction of computational performance. As a consequence, artificial neural networks are often operated at the edge of chaos, where the network is stable yet highly susceptible to input information. Surprisingly, regular spontaneous...

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Pubblicato in:Sci Rep
Autori principali: Marquez, Bicky A., Larger, Laurent, Jacquot, Maxime, Chembo, Yanne K., Brunner, Daniel
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5820323/
https://ncbi.nlm.nih.gov/pubmed/29463810
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-21624-2
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