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cs.NE2022
Exploring Tradeoffs in Spiking Neural Networks
Florian Bacho, Dominique Chu
Spiking Neural Networks (SNNs) have emerged as a promising alternative to traditional Deep Neural Networks for low-power computing. However, the effectiveness of SNNs is not solely…
cs.LG2022★ 1 cited
Low-Variance Forward Gradients using Direct Feedback Alignment and Momentum
Florian Bacho, Dominique Chu
Supervised learning in deep neural networks is commonly performed using error backpropagation. However, the sequential propagation of errors during the backward pass limits its sca…