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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...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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F1000 Research Limited
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7848858/ https://www.ncbi.nlm.nih.gov/pubmed/33564396 http://dx.doi.org/10.12688/f1000research.26486.3 |