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20202026
most citedHardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA

3 citations · 4 across the 8 of their papers we have counts for

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Showing 2023Show all

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cs.LG2023

Bayesian Metaplasticity from Synaptic Uncertainty

Djohan Bonnet, Tifenn Hirtzlin, Tarcisius Januel +3

Catastrophic forgetting remains a challenge for neural networks, especially in lifelong learning scenarios. In this study, we introduce MEtaplasticity from Synaptic Uncertainty (ME…

cs.ET2023

Scaling-up Memristor Monte Carlo with magnetic domain-wall physics

Thomas Dalgaty, Shogo Yamada, Anca Molnos +8

By exploiting the intrinsic random nature of nanoscale devices, Memristor Monte Carlo (MMC) is a promising enabler of edge learning systems. However, due to multiple algorithmic an…