NDLI: Neural Network Model of Context-Dependent Neuronal Activity in Inferotemporal Cortex

Content Provider	IEEE Xplore Digital Library
Author	Suemitsu, A. Morita, M.
Copyright Year	2006
Description	Author affiliation: Shimane Univ., Shimane (Suemitsu, A.)
Abstract	Neuronal activities related to context-dependent recall have been found in the monkey inferotemporal cortex. If we set the same task for an artificial neural network, however, a serious computational difficulty arises. In the present paper, we overcome this difficulty by implementing a novel method of contextual modulation, termed selective desensitization, and construct a neural network model that performs the same context-dependent memory task as that assigned to the monkey. The model, being consistent with the anatomical structure of the inferotemporal lobe, as well as with physiological findings, not only reproduces the empirical data well but also gives a clear account for a phenomenon that had not been explicable to date. This strongly suggests that the brain implements context-dependent recall based on the same principle as adopted in the model.
Starting Page	293
Ending Page	298
File Size	352126
Page Count	6
File Format	PDF
ISBN	0780394909
DOI	10.1109/IJCNN.2006.246694
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-07-16
Publisher Place	Canada
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Neural networks Brain modeling Context modeling Intelligent networks Delay Neurons Picture archiving and communication systems Biological neural networks Artificial neural networks Computer networks
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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