Digital Mapping of a Realistic Spike Timing Plasticity Model for Real-time Neural Simulations

Abstract : We develop the major steps taken to map a realistic spike timing-dependent plasticity (STDP) model into digital hardware architecture. Several types of mappings are implemented and tested on FPGA device. We compare their applicability to a real-time spiking neural network (SNN) simulator running in biological time-scale.
Type de document :
Communication dans un congrès
Design of Circuits an Integrated Circuits Conference, Nov 2009, Zaragoza, Spain. pp.326-331, 2009
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https://hal.archives-ouvertes.fr/hal-00438274
Contributeur : Sylvain Saighi <>
Soumis le : jeudi 3 décembre 2009 - 10:41:57
Dernière modification le : jeudi 11 janvier 2018 - 06:21:06

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  • HAL Id : hal-00438274, version 1

Citation

B. Belhadj, J. Tomas, Y. Bornat, A. Daouzli, O. Malot, et al.. Digital Mapping of a Realistic Spike Timing Plasticity Model for Real-time Neural Simulations. Design of Circuits an Integrated Circuits Conference, Nov 2009, Zaragoza, Spain. pp.326-331, 2009. 〈hal-00438274〉

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