surrogate gradient

SSF: Accelerating Training of Spiking Neural Networks with Stabilized Spiking Flow ICCV 2023 Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks ICML 2023 Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks ICCV 2023 Differentiable hierarchical and surrogate gradient search for spiking neural networks NeurIPS 2022 IM-Loss: Information Maximization Loss for Spiking Neural Networks NeurIPS 2022 Online Training Through Time for Spiking Neural Networks NeurIPS 2022 RecDis-SNN: Rectifying Membrane Potential Distribution for Directly Training Spiking Neural Networks CVPR 2022 Temporal Effective Batch Normalization in Spiking Neural Networks NeurIPS 2022 Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting ICLR 2022 Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation CVPR 2022 DCT-SNN: Using DCT To Distribute Spatial Information Over Time for Low-Latency Spiking Neural Networks ICCV 2021 Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks NeurIPS 2021 Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck NeurIPS 2021 Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation ICLR 2020 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