spiking neural network

Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention CVPR 2025 Efficient Event-Based Semantic Segmentation via Exploiting Frame-Event Fusion: A Hybrid Neural Network Approach AAAI 2025 Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment ICML 2025 Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity ICML 2025 Efficient Spiking Point Mamba for Point Cloud Analysis ICCV 2025 Efficient Streaming Speech Quality Prediction with Spiking Neural Networks Interspeech 2025 Emergent Orientation Maps —— Mechanisms, Coding Efficiency and Robustness ICLR 2025 Exploiting Label Skewness for Spiking Neural Networks in Federated Learning IJCAI 2025 Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation ICML 2025 FSTA-SNN:Frequency-Based Spatial-Temporal Attention Module for Spiking Neural Networks AAAI 2025 GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025 Hybrid Spiking Vision Transformer for Object Detection with Event Cameras ICML 2025 ILIF: Temporal Inhibitory Leaky Integrate-and-Fire Neuron for Overactivation in Spiking Neural Networks IJCAI 2025 Improving Generalization and Robustness in SNNs Through Signed Rate Encoding and Sparse Encoding Attacks ICLR 2025 Improving Neural Network Accuracy by Concurrently Training with a Twin Network ICLR 2025 Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency ICLR 2025 Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications CVPR 2025 Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing AAAI 2025 MMDEND: Dendrite-Inspired Multi-Branch Multi-Compartment Parallel Spiking Neuron for Sequence Modeling ACL 2025 MONAS-ESNN: Multi-Objective Neural Architecture Search for Efficient Spiking Neural Networks WACV 2025 MSVIT: Improving Spiking Vision Transformer Using Multi-scale Attention Fusion IJCAI 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 Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset CVPR 2025 On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis UAI 2025