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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Vydané v:	Neural networks Ročník 185; s. 107246
Hlavní autori:	Hashim, Ibrahim C., Senden, Mario, Goebel, Rainer
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States Elsevier Ltd 01.05.2025
Predmet:	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
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