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Temporal sequence learning in winner-take-all networks of spiking neurons demonstrated in a brain-based device

Animal behavior often involves a temporally ordered sequence of actions learned from experience. Here we describe simulations of interconnected networks of spiking neurons that learn to generate patterns of activity in correct temporal order. The simulation consists of large-scale networks of thousa...

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Main Authors: McKinstry, Jeffrey L., Edelman, Gerald M.
格式: Artigo
語言:Inglês
出版: Frontiers Media S.A. 2013
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC3674315/
https://ncbi.nlm.nih.gov/pubmed/23760804
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnbot.2013.00010
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