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E-I balance emerges naturally from continuous Hebbian learning in autonomous neural networks

Spontaneous brain activity is characterized in part by a balanced asynchronous chaotic state. Cortical recordings show that excitatory (E) and inhibitory (I) drivings in the E-I balanced state are substantially larger than the overall input. We show that such a state arises naturally in fully adapti...

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Detalles Bibliográficos
Autores principales: Trapp, Philip, Echeveste, Rodrigo, Gros, Claudius
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5997746/
https://www.ncbi.nlm.nih.gov/pubmed/29895972
http://dx.doi.org/10.1038/s41598-018-27099-5