Neurons with dendrites can perform linearly separable computations with low resolution synaptic weights [version 2; peer review: 2 approved, 1 approved with reservations]
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...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
F1000 Research Ltd
2021-01-01
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| Series: | F1000Research |
| Online Access: | https://f1000research.com/articles/9-1174/v2 |