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Characterisation of nonlinear receptive fields of visual neurons by convolutional neural network

A comprehensive understanding of the stimulus-response properties of individual neurons is necessary to crack the neural code of sensory cortices. However, a barrier to achieving this goal is the difficulty of analysing the nonlinearity of neuronal responses. Here, by incorporating convolutional neu...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Sci Rep
Hauptverfasser: Ukita, Jumpei, Yoshida, Takashi, Ohki, Kenichi
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6405885/
https://ncbi.nlm.nih.gov/pubmed/30846783
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-40535-4
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