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• W2343188860 abstract "The spike-timing-dependent synaptic plasticity (STDP) is a form of change of a synaptic weight depending on timings of pre- and postsynaptic spikes. In this brief, a novel asynchronous cellular automaton model of the STDP is presented. It is shown that the presented model can reproduce various STDP characteristics observed in physiological experiments. Also, the presented model is implemented in a field-programmable gate array, and laboratory experiments validate the reproductions of the physiological STDP characteristics. It is then shown that the presented model consumes much less hardware resources than a computationally efficient differential equation model of the STDP." @default.
• W2343188860 created "2016-06-24" @default.
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• W2343188860 creator A5057988984 @default.
• W2343188860 date "2016-06-01" @default.
• W2343188860 modified "2023-09-26" @default.
• W2343188860 title "A Novel Hardware-Efficient Asynchronous Cellular Automaton Model of Spike-Timing-Dependent Synaptic Plasticity" @default.
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• W2343188860 doi "https://doi.org/10.1109/tcsii.2016.2530798" @default.
• W2343188860 hasPublicationYear "2016" @default.
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