An accurate and widely applicable method to determine the distribution of synaptic strengths formed by the spike-timing-dependent learning

Abstract

We provide a mathematical method to determine the distribution of synaptic strengths formed by any types of spike-timing-dependent plasticity (STDP). This becomes possible by applying the theory of Ornstein–Uhlenbeck process in determining the Fokker–Planck equation that characterizes the distribution. We verify our novel method by reproducing quantitative… (More)
DOI: 10.1016/S0925-2312(02)00380-6

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