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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

Self-Attentive Spatio-Temporal Calibration for Precise Intermediate Layer Matching in ANN-to-SNN Distillation AAAI 2025
Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising AAAI 2025
GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025
Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks CVPR 2025
Towards More Discriminative Feature Learning in SNNs with Temporal-Self-Erasing Supervision AAAI 2025
MMDEND: Dendrite-Inspired Multi-Branch Multi-Compartment Parallel Spiking Neuron for Sequence Modeling ACL 2025
ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning AAAI 2025
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism AAAI 2025
Spiking Point Transformer for Point Cloud Classification AAAI 2025
ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring ICCV 2025
Efficient 3D Recognition with Event-driven Spike Sparse Convolution AAAI 2025
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition ICCV 2025
DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging CVPR 2025
SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks AAAI 2025
Efficient ANN-Guided Distillation: Aligning Rate-based Features of Spiking Neural Networks through Hybrid Block-wise Replacement CVPR 2025
Spiking Transformer with Experts Mixture NIPS 2024
Spiking Neural Network as Adaptive Event Stream Slicer NIPS 2024
QKFormer: Hierarchical Spiking Transformer using Q-K Attention NIPS 2024
Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover NIPS 2024
On the Intrinsic Structures of Spiking Neural Networks JMLR 2024
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation NIPS 2024
Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli NIPS 2024
Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks NIPS 2024
FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor NIPS 2024
Dynamic Reactive Spiking Graph Neural Network AAAI 2024