NDLI: Modeling of saccadic movements using neural networks

Content Provider	IEEE Xplore Digital Library
Author	Minho Lee Sang-Woo Ban Jun-Ki Cho Chang-Jin Seo Soon Ki Jung
Copyright Year	1999
Description	Author affiliation: Dept. of Sensor Eng., Kyungpook Nat. Univ., Taegu, South Korea (Minho Lee)
Abstract	We propose a new computational model for mimicking the behavior of a human eye movement during saccades. The different characteristics of two types of saccades, such as a reflexive saccade and an intentional saccade, are reflected on the proposed model. We divided the visual pathway for generating a saccadic eye movement into three parts, of which each part was modeled using different neural networks. The visual pathway from the visual receptors to the visual cortex including the frontal eye field was modeled by the self-organizing feature map, and the visual pathway from the visual cortex to the superior colliculus was modeled by a modified learning vector quantization network. The visual pathway front the superior colliculus to the motoneuron is modeled by a multilayer neural network with backpropagation learning algorithm. Experimental results from computer simulation show that the proposed computational model is able to mimic well the behavior of the human eye movement for two different saccades.
Starting Page	2386
Ending Page	2389
File Size	427448
Page Count	4
File Format	PDF
ISBN	0780355296
ISSN	10987576
DOI	10.1109/IJCNN.1999.833440
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1999-07-10
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Neural networks Brain modeling Biological system modeling Humans Biological neural networks Multi-layer neural network Computational modeling Computer simulation Vector quantization Sensor phenomena and characterization
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
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
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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