conftrace_

spiking neural network

331 papers

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Also known as

SNN

Co-occurring keywords

neuromorphic computing (95) energy efficiency (138) surrogate gradient (31) neuromorphic hardware (26) image classification (1944) membrane potential (24) artificial neural network (27) event camera (289) attention mechanism (4001) ann-snn conversion (15)

Papers

Tackling Long-Tailed Data Challenges in Spiking Neural Networks via Heterogeneous Knowledge Distillation IJCAI 2025
Self-Attentive Spatio-Temporal Calibration for Precise Intermediate Layer Matching in ANN-to-SNN Distillation AAAI 2025
SpikePack: Enhanced Information Flow in Spiking Neural Networks with High Hardware Compatibility ICCV 2025
Exploiting Label Skewness for Spiking Neural Networks in Federated Learning IJCAI 2025
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation AAAI 2025
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition ICCV 2025
DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging CVPR 2025
Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising AAAI 2025
SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025
VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network CVPR 2025
SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks AAAI 2025
FSTA-SNN:Frequency-Based Spatial-Temporal Attention Module for Spiking Neural Networks AAAI 2025
ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring ICCV 2025
Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset CVPR 2025
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention CVPR 2025
When to Learn and When to Stop: Quitting at the Optimal Time (Student Abstract) AAAI 2025
Efficient Event-Based Semantic Segmentation via Exploiting Frame-Event Fusion: A Hybrid Neural Network Approach AAAI 2025
GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025
Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing AAAI 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks CVPR 2025
STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks CVPR 2025
Spiking Transformer: Introducing Accurate Addition-Only Spiking Self-Attention for Transformer CVPR 2025
Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection CVPR 2025
ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning AAAI 2025
ILIF: Temporal Inhibitory Leaky Integrate-and-Fire Neuron for Overactivation in Spiking Neural Networks IJCAI 2025