NDLI: Neuromimetic ICs with analog cores: an alternative for simulating spiking neural networks

Content Provider	IEEE Xplore Digital Library
Author	Renaud, S. Tomas, J. Bornat, Y. Daouzli, A. Saighi, S.
Copyright Year	2007
Description	Author affiliation: IMS Lab., Univ. Bordeaux, Talence (Renaud, S.; Tomas, J.; Bornat, Y.; Daouzli, A.; Saighi, S.)
Abstract	This paper aims at discussing the implementation of simulation systems for SNN based on analog computation cores (neuromimetic ICs). Such systems are an alternative to completely digital solutions for the simulation of spiking neurons or neural networks. Design principles for the neuromimetic ICs and the hosting systems are presented together with their features and performances. The authors summarize the existing architectures and neuron models used in such systems, when configured as stand-alone tools for simulating ANN or together with a neurophysiology set-up to study hybrid living artificial neural networks. As a primary illustration, the authors present results from one of the platforms: hardware simulations of single neurons and adaptive neural networks modeled using the Hodgkin-Huxley formalism for point neurons and spike-timing dependent plasticity algorithms for the network adaptation. Additional examples are detailed in the other papers of the session.
Starting Page	3355
Ending Page	3358
File Size	564039
Page Count	4
File Format	PDF
ISBN	1424409209
DOI	10.1109/ISCAS.2007.378286
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-05-27
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Neural networks Artificial neural networks Neurons Analog computers Biological neural networks Biology computing Computer networks Computational modeling Biological system modeling Hardware
Content Type	Text
Resource Type	Article

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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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