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Ryan Singh

2 accepted papers

2024

Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?

NeurIPS 2024poster

Predictive coding (PC) is an energy-based learning algorithm that performs iterative inference over network activities before updating weights. Recent work suggests that PC can converge in fewer learning steps than backpropagation thanks to its inference procedure. However, these advantages are not…