A Memristive Synapse for Online STDP Learning and Inference in SNNs

Elia Mateu-Barriendos, Álvaro Gómez-Pau, Daniel Arumí +2

This work presents a fully analog memristive synaptic circuit for online spike-timing-dependent plasticity (STDP) learning in spiking neural networks (SNNs). The proposed synapse i…