spiking neural network

PrivateSNN: Privacy-Preserving Spiking Neural Networks AAAI 2022 RecDis-SNN: Rectifying Membrane Potential Distribution for Directly Training Spiking Neural Networks CVPR 2022 Recent Advances and New Frontiers in Spiking Neural Networks IJCAI 2022 Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods ICLR 2022 Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion IJCAI 2022 SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training NeurIPS 2022 SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks AAAI 2022 Spike-inspired rank coding for fast and accurate recurrent neural networks ICLR 2022 Spiking Graph Convolutional Networks IJCAI 2022 Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning AAAI 2022 Spiking Transformers for Event-Based Single Object Tracking CVPR 2022 State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks ICML 2022 Temporal Effective Batch Normalization in Spiking Neural Networks NeurIPS 2022 Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting ICLR 2022 The computational and learning benefits of Daleian neural networks NeurIPS 2022 Theoretically Provable Spiking Neural Networks NeurIPS 2022 Toward Robust Spiking Neural Network Against Adversarial Perturbation NeurIPS 2022 Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation CVPR 2022 Training Spiking Neural Networks with Event-driven Backpropagation NeurIPS 2022 Training Spiking Neural Networks with Local Tandem Learning NeurIPS 2022 A Differentiable Point Process with Its Application to Spiking Neural Networks ICML 2021 A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration ICML 2021 A sampling-based circuit for optimal decision making NeurIPS 2021 Backpropagated Neighborhood Aggregation for Accurate Training of Spiking Neural Networks ICML 2021 Bifurcation Spiking Neural Network JMLR 2021