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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.
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https://hal.archives-ouvertes.fr/hal-00438274
Contributor : Sylvain Saighi <>
Submitted on : Thursday, December 3, 2009 - 10:41:57 AM
Last modification on : Thursday, January 11, 2018 - 6:21:06 AM

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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. ⟨hal-00438274⟩

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