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Perceptron Learning and Classification in a Modeled Cortical Pyramidal Cell

The perceptron learning algorithm and its multiple-layer extension, the backpropagation algorithm, are the foundations of the present-day machine learning revolution. However, these algorithms utilize a highly simplified mathematical abstraction of a neuron; it is not clear to what extent real bioph...

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Detaylı Bibliyografya
Asıl Yazarlar: Toviah Moldwin, Idan Segev
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Frontiers Media S.A. 2020-04-01
Seri Bilgileri:Frontiers in Computational Neuroscience
Konular:
Online Erişim:https://www.frontiersin.org/article/10.3389/fncom.2020.00033/full
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