Towards High-performance Spiking Transformers from ANN to SNN Conversion
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Zihan, Shi, Xinyu, Hao, Zecheng, Bu, Tong, Ding, Jianhao, Yu, Zhaofei, Huang, Tiejun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Differential Coding for Training-Free ANN-to-SNN Conversion
by: Huang, Zihan, et al.
Published: (2025)
by: Huang, Zihan, et al.
Published: (2025)
Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
by: Hao, Zecheng, et al.
Published: (2024)
by: Hao, Zecheng, et al.
Published: (2024)
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
by: Hao, Zecheng, et al.
Published: (2024)
by: Hao, Zecheng, et al.
Published: (2024)
SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks
by: Shi, Xinyu, et al.
Published: (2024)
by: Shi, Xinyu, et al.
Published: (2024)
Enhancing Adversarial Robustness in SNNs with Sparse Gradients
by: Liu, Yujia, et al.
Published: (2024)
by: Liu, Yujia, et al.
Published: (2024)
Uncertainty-Aware Token Importance Estimation in Spiking Transformers
by: Liu, Wenxuan, et al.
Published: (2026)
by: Liu, Wenxuan, et al.
Published: (2026)
Ge$^\text{2}$mS-T: Multi-Dimensional Grouping for Ultra-High Energy Efficiency in Spiking Transformer
by: Hao, Zecheng, et al.
Published: (2026)
by: Hao, Zecheng, et al.
Published: (2026)
Towards Low-latency Event-based Visual Recognition with Hybrid Step-wise Distillation Spiking Neural Networks
by: Zhong, Xian, et al.
Published: (2024)
by: Zhong, Xian, et al.
Published: (2024)
Brain-Inspired Multimodal Spiking Neural Network for Image-Text Retrieval
by: Zong, Xintao, et al.
Published: (2026)
by: Zong, Xintao, et al.
Published: (2026)
Rethinking High-speed Image Reconstruction Framework with Spike Camera
by: Chen, Kang, et al.
Published: (2025)
by: Chen, Kang, et al.
Published: (2025)
USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting
by: Chen, Kang, et al.
Published: (2024)
by: Chen, Kang, et al.
Published: (2024)
SpikeCV: Open a Continuous Computer Vision Era
by: Zheng, Yajing, et al.
Published: (2023)
by: Zheng, Yajing, et al.
Published: (2023)
Driving in Spikes: An Entropy-Guided Object Detector for Spike Cameras
by: Liu, Ziyan, et al.
Published: (2025)
by: Liu, Ziyan, et al.
Published: (2025)
SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion
by: Zhang, Jiyuan, et al.
Published: (2024)
by: Zhang, Jiyuan, et al.
Published: (2024)
SPKLIP: Aligning Spike Video Streams with Natural Language
by: Gao, Yongchang, et al.
Published: (2025)
by: Gao, Yongchang, et al.
Published: (2025)
SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams
by: Liang, Hanwen, et al.
Published: (2025)
by: Liang, Hanwen, et al.
Published: (2025)
SpikeMM: Flexi-Magnification of High-Speed Micro-Motions
by: Zhang, Baoyue, et al.
Published: (2024)
by: Zhang, Baoyue, et al.
Published: (2024)
SpikeStereoNet: A Brain-Inspired Framework for Stereo Depth Estimation from Spike Streams
by: Gao, Zhuoheng, et al.
Published: (2025)
by: Gao, Zhuoheng, et al.
Published: (2025)
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
by: Chen, Kang, et al.
Published: (2024)
by: Chen, Kang, et al.
Published: (2024)
SOTA: Spike-Navigated Optimal TrAnsport Saliency Region Detection in Composite-bias Videos
by: Liu, Wenxuan, et al.
Published: (2025)
by: Liu, Wenxuan, et al.
Published: (2025)
Temporal Misalignment in ANN-SNN Conversion and Its Mitigation via Probabilistic Spiking Neurons
by: Bojković, Velibor, et al.
Published: (2025)
by: Bojković, Velibor, et al.
Published: (2025)
Spike Imaging Velocimetry: Dense Motion Estimation of Fluids Using Spike Cameras
by: Zhang, Yunzhong, et al.
Published: (2025)
by: Zhang, Yunzhong, et al.
Published: (2025)
SpikeGrasp: A Benchmark for 6-DoF Grasp Pose Detection from Stereo Spike Streams
by: Gao, Zhuoheng, et al.
Published: (2025)
by: Gao, Zhuoheng, et al.
Published: (2025)
Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications
by: Bu, Tong, et al.
Published: (2024)
by: Bu, Tong, et al.
Published: (2024)
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios
by: Chen, Shiyan, et al.
Published: (2023)
by: Chen, Shiyan, et al.
Published: (2023)
FTBC: Forward Temporal Bias Correction for Optimizing ANN-SNN Conversion
by: Wu, Xiaofeng, et al.
Published: (2024)
by: Wu, Xiaofeng, et al.
Published: (2024)
Hybrid Layer-Wise ANN-SNN With Surrogate Spike Encoding-Decoding Structure
by: Luu, Nhan T., et al.
Published: (2025)
by: Luu, Nhan T., et al.
Published: (2025)
Bridge the Gap between SNN and ANN for Image Restoration
by: Su, Xin, et al.
Published: (2025)
by: Su, Xin, et al.
Published: (2025)
SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition
by: Zheng, Zeqi, et al.
Published: (2025)
by: Zheng, Zeqi, et al.
Published: (2025)
HDI-Former: Hybrid Dynamic Interaction ANN-SNN Transformer for Object Detection Using Frames and Events
by: Li, Dianze, et al.
Published: (2024)
by: Li, Dianze, et al.
Published: (2024)
STF: Shallow-Level Temporal Feedback to Enhance Spiking Transformers
by: Zheng, Zeqi, et al.
Published: (2025)
by: Zheng, Zeqi, et al.
Published: (2025)
Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control
by: Xu, Zijie, et al.
Published: (2025)
by: Xu, Zijie, et al.
Published: (2025)
HAD: Hierarchical Asymmetric Distillation to Bridge Spatio-Temporal Gaps in Event-Based Object Tracking
by: Deng, Yao, et al.
Published: (2025)
by: Deng, Yao, et al.
Published: (2025)
QP-SNN: Quantized and Pruned Spiking Neural Networks
by: Wei, Wenjie, et al.
Published: (2025)
by: Wei, Wenjie, et al.
Published: (2025)
Learning to Robustly Reconstruct Low-light Dynamic Scenes from Spike Streams
by: Hu, Liwen, et al.
Published: (2024)
by: Hu, Liwen, et al.
Published: (2024)
AT-SNN: Adaptive Tokens for Vision Transformer on Spiking Neural Network
by: Kang, Donghwa, et al.
Published: (2024)
by: Kang, Donghwa, et al.
Published: (2024)
High-Speed Full-Color HDR Imaging via Unwrapping Modulo-Encoded Spike Streams
by: Zhou, Chu, et al.
Published: (2026)
by: Zhou, Chu, et al.
Published: (2026)
SCSim: A Realistic Spike Cameras Simulator
by: Hu, Liwen, et al.
Published: (2024)
by: Hu, Liwen, et al.
Published: (2024)
ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
by: Guo, Yufei, et al.
Published: (2025)
by: Guo, Yufei, et al.
Published: (2025)
TDFormer: A Top-Down Attention-Controlled Spiking Transformer
by: Zhu, Zizheng, et al.
Published: (2025)
by: Zhu, Zizheng, et al.
Published: (2025)
Similar Items
-
Differential Coding for Training-Free ANN-to-SNN Conversion
by: Huang, Zihan, et al.
Published: (2025) -
Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
by: Hao, Zecheng, et al.
Published: (2024) -
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
by: Hao, Zecheng, et al.
Published: (2024) -
SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks
by: Shi, Xinyu, et al.
Published: (2024) -
Enhancing Adversarial Robustness in SNNs with Sparse Gradients
by: Liu, Yujia, et al.
Published: (2024)