neuromorphic computing

DS-ATGO: Dual-Stage Synergistic Learning via Forward Adaptive Threshold and Backward Gradient Optimization for Spiking Neural Networks AAAI 2026 Oligodendrocyte-Driven Spiking Neural Model AAAI 2026 Reconstructing Spiking Neural Networks Using a Single Neuron with Autapses CVPR 2026 SaccadeX: Directed Acyclic Graph-based Semi-Supervised Learning of Continuous Ocular Dynamics from Sparse Neuromorphic Streams WACV 2026 Stable Spike: Dual Consistency Optimization via Bitwise AND Operations for Spiking Neural Networks CVPR 2026 Temporal Interaction in Spiking Transformers with Multi-Delay Mixer CVPR 2026 Ultralight Polarity-Split Neuromorphic SNN for Event-Stream Super-Resolution AAAI 2026 Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning AAAI 2025 ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning AAAI 2025 Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention CVPR 2025 Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing IJCAI 2025 Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising AAAI 2025 Rethinking Spiking Self-Attention Mechanism: Implementing a-XNOR Similarity Calculation in Spiking Transformers CVPR 2025 Spiking Transformer with Spatial-Temporal Attention CVPR 2025 STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks CVPR 2025 Are Conventional SNNs Really Efficient? A Perspective from Network Quantization CVPR 2024 Autonomous Driving with Spiking Neural Networks NeurIPS 2024 DeblurSR: Event-Based Motion Deblurring under the Spiking Representation AAAI 2024 Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms AAAI 2024 Episodic Memory Retrieval from LLMs: A Neuromorphic Mechanism to Generate Commonsense Counterfactuals for Relation Extraction ACL 2024 Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks AAAI 2024 Improving equilibrium propagation without weight symmetry through Jacobian homeostasis ICLR 2024 Neuromorphic Event Signal-Driven Network for Video De-raining AAAI 2024 Neuromorphic Keyword Spotting with Pulse Density Modulation MEMS Microphones Interspeech 2024 One-step Spiking Transformer with a Linear Complexity IJCAI 2024