2 papers
cs.NE2026
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…
cs.ET2026
A Time-Based Readout for Vector-Matrix Multiplication in Fully Analog Memristive SNNs
Elia Mateu-Barriendos, Álvaro Gómez-Pau, Josep Rius +3
Artificial neural networks rely on vector-matrix multiplications (VMMs), whose implementation in von Neumann architectures is dominated by costly data movement between memory and p…