Modeling object recognition in visual cortex using multiple firing k-means and non-negative sparse coding

The HMAX model developed by Serre et al. imitates the process of visual recognition in primates’ visual cortex. However, it has some limits in modeling the V2 neurons or higher level of visual cortex. We extend the model in some biologically plausible ways and construct a five-layer computational mo...

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Bibliographic Details

Published in:	Signal processing Vol. 124; pp. 198 - 209
Main Authors:	Wang, Yanjiang, Deng, Limiao
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.07.2016
Subjects:	Coding Cortexes Firing k-means Mathematical models Neurons Non-negative sparse coding Object recognition Recognition Visual Visual cortex k-means Visual cortex Non-negative sparse coding Object recognition
ISSN:	0165-1684, 1872-7557
Online Access:	Get full text
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