NDLI: Auditory habituation via spike-timing dependent plasticity in recurrent neural circuits

Content Provider	IEEE Xplore Digital Library
Author	Veale, R. Scheutz, M.
Copyright Year	2012
Description	Author affiliation: Department of Computer Science, Tufts University, Medford, Massachussetts, USA (Scheutz, M.) \|\| Cognitive Science Program, Indiana University, Bloomington, USA (Veale, R.)
Abstract	This paper presents evidence that spiking neuron models of parts of the human auditory system demonstrate habituation to real auditory word stimuli. This is accomplished via the simple addition of a model of spike-timing dependent plasticity to synapses. This result is interesting because the base neural circuit has also been used for pragmatically useful behaviors such as speech recognition. The model increases our understanding of the neural basis for behaviors in the developing human infant by showing that habituation learning can be implemented in the same neural substrate that underlies other types of learning (such as permanent word-learning).
Starting Page	1
Ending Page	6
File Size	890214
Page Count	6
File Format	PDF
ISBN	9781467349642
e-ISBN	9781467349659
e-ISBN	9781467349635
DOI	10.1109/DevLrn.2012.6400877
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-11-07
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Liquids Biological system modeling Neurons Humans Speech recognition Trajectory Integrated circuit modeling
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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Auditory habituation via spike-timing dependent plasticity in recurrent neural circuits