conftrace_

surrogate gradient

31 papers

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Also known as

SG

Co-occurring keywords

spiking neural network (331) neuromorphic computing (95) energy efficiency (138) neural network optimization (1293) membrane potential (24) gradient vanishing (29) backpropagation through time (19) neuromorphic hardware (26) image classification (1944) rate coding (5)

Papers

DCT-SNN: Using DCT To Distribute Spatial Information Over Time for Low-Latency Spiking Neural Networks ICCV 2021
Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck NIPS 2021
Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks NIPS 2021
Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning EMNLP 2020
Guided evolutionary strategies: augmenting random search with surrogate gradients ICML 2019
Stein Variational Gradient Descent Without Gradient ICML 2018