NDLI: Markov Coding Strategy of the Simple Spiking Model of Auditory Neuron

Content Provider	IEEE Xplore Digital Library
Author	Ivanov, A.V. Petrovsky, A.A.
Copyright Year	2006
Description	Author affiliation: Moscow Inst. of Phys. & Technol., Moscow (Ivanov, A.V.; Petrovsky, A.A.)
Abstract	The present paper is devoted to the exploration of the properties of the simple spiking neuron model and quantification of the information transfer rate, which the separate neuron can achieve in accordance with this model. As it results from the described reasoning, the model response in a form of the spike sequence is in fact a stationary first-order Markov chain of certain non-overlapping sub-sequences, which, being taken separately, encode the incoming signal on the corresponding time intervals. This observation comes as a direct consequence of the finite precision of the spike registration process at higher levels of neural signal processing. When being applied to the modeling of auditory apparatus the reported result has important implications to the algorithmic interpretation of hearing physiology. Namely it gives a reason to define elementary analysis intervals of incoming stimulation. Additionally it offers a method of quantification of the information transfer rate of the auditory neuron in accordance with the depicted here Markov coding strategy.
Starting Page	4235
Ending Page	4242
File Size	286961
Page Count	8
File Format	PDF
ISBN	0780394909
DOI	10.1109/IJCNN.2006.246995
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	Neurons Auditory system Frequency Acoustic pulses Signal processing algorithms Relays Region 8 Acoustic signal processing Neurotransmitters Physiology
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