Search Results for author: Wenzhe Guo

Found 2 papers, 0 papers with code

BackLink: Supervised Local Training with Backward Links

no code implementations14 May 2022 Wenzhe Guo, Mohammed E Fouda, Ahmed M. Eltawil, Khaled N. Salama

This work proposes a novel local training algorithm, BackLink, which introduces inter-module backward dependency and allows errors to flow between modules.

Efficient Training of Spiking Neural Networks with Temporally-Truncated Local Backpropagation through Time

no code implementations13 Dec 2021 Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama

The results reveal that temporal truncation has a negative effect on the accuracy of classifying frame-based datasets, but leads to improvement in accuracy on dynamic-vision-sensor (DVS) recorded datasets.

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