Predictive Entropy Maximization derives a biologically plausible neural architecture for blind source separation from an approximated entropy objective, using local plasticity and output nonlinearities.
The combination of hebbian and predictive plasticity learns invariant object representations in deep sensory networks.Nature Neuro- science, 26(11):1906–1915, Nov 2023
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Normative Networks for Source Separation via Local Plasticity and Dendritic Computation
Predictive Entropy Maximization derives a biologically plausible neural architecture for blind source separation from an approximated entropy objective, using local plasticity and output nonlinearities.