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Analog-Friendly Predictive Coding without Activation Derivatives

Innocenti, Francesco
arXiv (All) · Papers
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i-2-6
Predictive coding (PC) is a local, energy-based alternative to backpropagation (BP) whose iterative inference dynamics make it attractive for implementation on analog hardware. However, standard nonlinear PC requires evaluating the derivative of the activation function during both inference and lear
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