A Hierarchical Predictive Coding Model of Object Recognition in Natural Images

Predictive coding has been proposed as a model of the hierarchical perceptual inference process performed in the cortex. However, results demonstrating that predictive coding is capable of performing the complex inference required to recognise objects in natural images have not previously been prese...

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Bibliographic Details
Published in:	Cognitive computation Vol. 9; no. 2; pp. 151 - 167
Main Author:	Spratling, M. W.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.04.2017 Springer Nature B.V
Subjects:	Algorithms Artificial Intelligence Biomedical and Life Sciences Biomedicine Computation by Abstract Devices Computational Biology/Bioinformatics Dictionaries Image coding Inference Inverse problems Neural networks Neurons Neurosciences Object recognition Occlusion Performance prediction Predictive coding Deep neural networks Object recognition Sparse coding Neural networks Implicit shape model
ISSN:	1866-9956, 1866-9964
Online Access:	Get full text
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