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Nonlinear dynamics of localization in neural receptive fields

Lufkin, Leon et al.
arXiv (All) · Papers
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machine-learning
Localized receptive fields -- neurons that are selective for certain contiguous spatiotemporal features of their input -- populate early sensory regions of the mammalian brain. Unsupervised learning algorithms that optimize explicit sparsity or independence criteria replicate features of these local
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