Predictive Entropy Maximization performs competitive blind source separation using only local error-driven and Hebbian updates derived from a surrogate entropy objective with spectral error bounds.
Homeostatic synaptic plasticity: Local and global mechanisms for stabilizing neuronal function.Cold Spring Harbor Perspectives in Biology, 4(1):a005736, 2012
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Normative Networks for Source Separation via Local Plasticity and Dendritic Computation
Predictive Entropy Maximization performs competitive blind source separation using only local error-driven and Hebbian updates derived from a surrogate entropy objective with spectral error bounds.