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cs.LG2025★ 5 cited
Bidirectional predictive coding
Gaspard Oliviers, Mufeng Tang, Rafal Bogacz
Predictive coding (PC) is an influential computational model of visual learning and inference in the brain. Classical PC was proposed as a top-down generative model, where the brai…
cs.LG2024★ 1 cited
Benchmarking Predictive Coding Networks -- Made Simple
Luca Pinchetti, Chang Qi, Oleh Lokshyn +9
In this work, we tackle the problems of efficiency and scalability for predictive coding networks (PCNs) in machine learning. To do so, we propose a library, called PCX, that focus…