neuromorphic hardware

HypoxSpike: Ternary Spiking Neural Network for Opioid Overdose Detection AAAI 2026 Spikingformer: A Key Foundation Model for Spiking Neural Networks AAAI 2026 Efficient 3D Recognition with Event-driven Spike Sparse Convolution AAAI 2025 Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention CVPR 2025 Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment ICML 2025 Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness ICLR 2025 Enhancing Training of Spiking Neural Network with Stochastic Latency AAAI 2024 Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024 Memory-Efficient Reversible Spiking Neural Networks AAAI 2024 Spatio-Temporal Approximation: A Training-Free SNN Conversion for Transformers ICLR 2024 Efficient recurrent architectures through activity sparsity and sparse back-propagation through time ICLR 2023 Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks CVPR 2023 Online Training Through Time for Spiking Neural Networks NeurIPS 2022 Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks ICLR 2022 Recent Advances and New Frontiers in Spiking Neural Networks IJCAI 2022 Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion IJCAI 2022 State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks ICML 2022 Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks NeurIPS 2021 Going Deeper With Directly-Trained Larger Spiking Neural Networks AAAI 2021 HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training With Crafted Input Noise ICCV 2021 Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks AAAI 2021 Temporal-Coded Deep Spiking Neural Network with Easy Training and Robust Performance AAAI 2021 Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State NeurIPS 2021 Deep Convolutional Spiking Neural Networks for Keyword Spotting Interspeech 2020 Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks AAAI 2020