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20212026
most citedA New Look at Spike-Timing-Dependent Plasticity Networks for Spatio-Temporal Feature Learning

7 citations · 18 across the 27 of their papers we have counts for

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Showing 2024 · cs.NEShow all

2 papers · 2 filters

cs.NE2024

Continual Learning with Hebbian Plasticity in Sparse and Predictive Coding Networks: A Survey and Perspective

Ali Safa

Recently, the use of bio-inspired learning techniques such as Hebbian learning and its closely-related Spike-Timing-Dependent Plasticity (STDP) variant have drawn significant atten…

cs.NE2024

Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling

Ali Safa, Vikrant Jaltare, Samira Sebt +4

This paper studies the use of Metropolis-Hastings sampling for training Spiking Neural Network (SNN) hardware subject to strong unknown non-idealities, and compares the proposed ap…