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Jianhao Ding
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Spikingjelly: An open-source machine learning infrastructure platform for spike-based intelligence
W Fang, Y Chen, J Ding, Z Yu, T Masquelier, D Chen, L Huang, H Zhou, ...
Science Advances 9 (40), eadi1480, 2023
296*2023
Optimal ANN-SNN conversion for high-accuracy and ultra-low-latency spiking neural networks
T Bu, W Fang, J Ding, PL Dai, Z Yu, T Huang
arXiv preprint arXiv:2303.04347, 2023
2422023
Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks
J Ding, Z Yu, Y Tian, T Huang
Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021
1682021
Optimized potential initialization for low-latency spiking neural networks
T Bu, J Ding, Z Yu, T Huang
Proceedings of the AAAI conference on artificial intelligence 36 (1), 11-20, 2022
1012022
Temporal effective batch normalization in spiking neural networks
C Duan, J Ding, S Chen, Z Yu, T Huang
Advances in Neural Information Processing Systems 35, 34377-34390, 2022
952022
Reducing ann-snn conversion error through residual membrane potential
Z Hao, T Bu, J Ding, T Huang, Z Yu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (1), 11-21, 2023
582023
Bridging the gap between anns and snns by calibrating offset spikes
Z Hao, J Ding, T Bu, T Huang, Z Yu
arXiv preprint arXiv:2302.10685, 2023
432023
SNN-RAT: Robustness-enhanced spiking neural network through regularized adversarial training
J Ding, T Bu, Z Yu, T Huang, J Liu
Advances in Neural Information Processing Systems 35, 24780-24793, 2022
322022
Rate gradient approximation attack threats deep spiking neural networks
T Bu, J Ding, Z Hao, Z Yu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
182023
Towards energy efficient spiking neural networks: An unstructured pruning framework
X Shi, J Ding, Z Hao, Z Yu
The Twelfth International Conference on Learning Representations, 2024
142024
SpikeCV: Open a Continuous Computer Vision Era
Y Zheng, J Zhang, R Zhao, J Ding, S Chen, R Xiong, Z Yu, T Huang
arXiv preprint arXiv:2303.11684, 2023
82023
Online stabilization of spiking neural networks
Y Zhu, J Ding, T Huang, X Xie, Z Yu
The Twelfth International Conference on Learning Representations, 2024
72024
Enhancing the robustness of spiking neural networks with stochastic gating mechanisms
J Ding, Z Yu, T Huang, JK Liu
Proceedings of the AAAI Conference on Artificial Intelligence 38 (1), 492-502, 2024
62024
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization
Y Liu, C Yang, D Li, J Ding, T Jiang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
52024
An adaptive control momentum method as an optimizer in the cloud
J Ding, L Han, D Li
Future Generation Computer Systems 89, 192-200, 2018
32018
Towards High-performance Spiking Transformers from ANN to SNN Conversion
Z Huang, X Shi, Z Hao, T Bu, J Ding, Z Yu, T Huang
Proceedings of the 32nd ACM International Conference on Multimedia, 10688-10697, 2024
22024
Accelerating training of deep spiking neural networks with parameter initialization
J Ding, J Zhang, Z Yu, T Huang
22022
Towards human-leveled vision systems
J Ding, T Huang
SCIENCE CHINA Technological Sciences, 2024
12024
Enhancing Adversarial Robustness in SNNs with Sparse Gradients
Y Liu, T Bu, J Ding, Z Hao, T Huang, Z Yu
arXiv preprint arXiv:2405.20355, 2024
12024
Robust Stable Spiking Neural Networks
J Ding, Z Pan, Y Liu, Z Yu, T Huang
The Forty-first International Conference on Machine Learning, 2024
12024
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