PrediRep: Modeling hierarchical predictive coding with an unsupervised deep learning network

Hierarchical predictive coding (hPC) provides a compelling framework for understanding how the cortex predicts future sensory inputs by minimizing prediction errors through an internal generative model of the external world. Existing deep learning models inspired by hPC incorporate architectural cho...

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Bibliographic Details

Published in:	Neural networks Vol. 185; p. 107246
Main Authors:	Hashim, Ibrahim C., Senden, Mario, Goebel, Rainer
Format:	Journal Article
Language:	English
Published:	United States Elsevier Ltd 01.05.2025
Subjects:	Deep Learning Humans Models, Neurological Neural Networks, Computer Predictive coding Predictive processing Temporal prediction Unsupervised learning Unsupervised Machine Learning Deep learning Predictive coding Predictive processing Temporal prediction Unsupervised learning
ISSN:	0893-6080, 1879-2782, 1879-2782
Online Access:	Get full text
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