NDLI: Decoding of firing intervals in a temporal-coded spike train using a topographically mapped neural network

Content Provider	IEEE Xplore Digital Library
Author	Tam, D.C.
Copyright Year	1990
Abstract	It is shown that firing intervals in a temporal-coded spike train can be decoded by a multilayered time-delayed neural network. The serially coded firing intervals of a spike train can be converted into a spatially distributed topographical map from which the interspike-interval and bandwidth information can be extracted. This network can be used to decode multiplexed pulse-coded signals embedded serially in the incoming spike train into parallel-distributed topographically mapped channels. The two-dimensionally distributed output neuron array can also be used to extract the variance (or inaccuracy) tolerance of the incoming firing interspike intervals. This mapping can also be used to characterize the underlying stochastic processes in the firing of the incoming spike train. Thus, the proposed network represents an implementation of a signal-processing scheme for code conversion using time for computing and coding that does not require learning
Starting Page	627
Ending Page	632
File Size	521187
Page Count	6
File Format	PDF
DOI	10.1109/IJCNN.1990.137965
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1990-06-17
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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

Decoding of firing intervals in a temporal-coded spike train using a topographically mapped neural network