A Digital Neuromorphic Realization of Pair-Based and Triplet-Based Spike-Timing-Dependent Synaptic Plasticity.

Moslem Nouri,Maisam Jalilian,Mohsen Hayati,Derek Abbott

IEEE Transactions on Circuits and Systems II: Express Briefs（2018）

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摘要

Spike timing dependent plasticity is one of the synaptic plasticity rules that plays a key role in brain learning. This brief presents a set of piecewise linear approximations in order to produce a digital neuromorphic realization of the pair-based and triplet-based spike timing dependent plasticity rules. The proposed models are validated by simulation and an field-programmable gate array impleme...

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关键词

Computational modeling,Brain modeling,Integrated circuit modeling,Mathematical model,Data models,Field programmable gate arrays,Timing

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