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Neurons with dendrites can perform linearly separable computations with low resolution synaptic weights

In theory, neurons modelled as single layer perceptrons can implement all linearly separable computations. In practice, however, these computations may require arbitrarily precise synaptic weights. This is a strong constraint since both biological neurons and their artificial counterparts have to co...

詳細記述

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書誌詳細
出版年:F1000Res
主要な著者: Cazé, Romain D., Stimberg, Marcel
フォーマット: Artigo
言語:Inglês
出版事項: F1000 Research Limited 2021
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC7848858/
https://ncbi.nlm.nih.gov/pubmed/33564396
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.12688/f1000research.26486.3
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