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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...

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Detalhes bibliográficos
Publicado no:F1000Res
Main Authors: Cazé, Romain D., Stimberg, Marcel
Formato: Artigo
Idioma:Inglês
Publicado em: F1000 Research Limited 2021
Assuntos:
Acesso em linha: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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