Article

Dynamic Predictive Coding: A Model of Hierarchical Sequence Learning and Prediction in the Neocortex

2022-06-24

Abstract excerpt

We introduce dynamic predictive coding, a hierarchical model of spatiotemporal prediction and sequence learning in the neocortex. The model assumes that higher cortical levels modulate the temporal dynamics of lower levels, correcting their predictions of dynamics using prediction errors. As a result, lower levels form representations that encode sequences at shorter timescales (e.g., a single step) while higher l...

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Literature Corpus work: f7153d77-047c-511a-be58-b8bf66f968d9
DOI: 10.1101/2022.06.23.497415

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