A biomorphic neuron model and principles of designing a neural network with memristor synapses for a biomorphic neuroprocessor

This paper presents an original biomorphic neuron model, which differs from common IT models by a more complex synapse structure and from biological models by replacement of differential equations that describe the change in potential over time with explicit recurrence expressions by approximation o...

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Veröffentlicht in:Neural computing & applications 2020-04, Vol.32 (7), p.2471-2485
Hauptverfasser: Filippov, V. A., Bobylev, A. N., Busygin, A. N., Pisarev, A. D., Udovichenko, S. Yu
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Sprache:eng
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