Xiaode Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 19

Top Topics

Biologically Inspired

Information Loss

Spiking Neural Networks

Top Venues

Publications

Yufei Guo, Yuanpei Chen, Xiaode Liu, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma
Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks. AAAI (2024)
Xianchao Xiu, Yuhan Zhang, Yufei Guo, Xiaode Liu, Ying Yang
A New End-to-End Monitoring Framework for Nonlinear Dynamic Processes With Unknown Noise Statistics. IEEE Trans. Instrum. Meas. 73 (2024)
Yuhan Zhang, Xiaode Liu, Yuanpei Chen, Weihang Peng, Yufei Guo, Xuhui Huang, Zhe Ma
Enhancing Representation of Spiking Neural Networks via Similarity-Sensitive Contrastive Learning. AAAI (2024)
Yufei Guo, Weihang Peng, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Xuhui Huang, Zhe Ma
Joint A-SNN: Joint Training of Artificial and Spiking Neural Networks via Self-Distillation and Weight Factorization. CoRR (2023)
Yufei Guo, Yuhan Zhang, Yuanpei Chen, Weihang Peng, Xiaode Liu, Liwen Zhang, Xuhui Huang, Zhe Ma
Membrane Potential Batch Normalization for Spiking Neural Networks. ICCV (2023)
Yufei Guo, Weihang Peng, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Xuhui Huang, Zhe Ma
Joint A-SNN: Joint training of artificial and spiking neural networks via self-Distillation and weight factorization. Pattern Recognit. 142 (2023)
Dayong Ren, Zhe Ma, Yuanpei Chen, Weihang Peng, Xiaode Liu, Yuhan Zhang, Yufei Guo
Spiking PointNet: Spiking Neural Networks for Point Clouds. CoRR (2023)
Yufei Guo, Yuanpei Chen, Xiaode Liu, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma
Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks. CoRR (2023)
Yufei Guo, Xiaode Liu, Yuanpei Chen, Liwen Zhang, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks. CoRR (2023)
Dayong Ren, Zhe Ma, Yuanpei Chen, Weihang Peng, Xiaode Liu, Yuhan Zhang, Yufei Guo
Spiking PointNet: Spiking Neural Networks for Point Clouds. NeurIPS (2023)
Yufei Guo, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Xinyi Tong, Yuanyuan Ou, Xuhui Huang, Zhe Ma
Reducing Information Loss for Spiking Neural Networks. CoRR (2023)
Yufei Guo, Yuhan Zhang, Yuanpei Chen, Weihang Peng, Xiaode Liu, Liwen Zhang, Xuhui Huang, Zhe Ma
Membrane Potential Batch Normalization for Spiking Neural Networks. CoRR (2023)
Yufei Guo, Xiaode Liu, Yuanpei Chen, Liwen Zhang, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks. ICCV (2023)
Yufei Guo, Yuanpei Chen, Liwen Zhang, YingLei Wang, Xiaode Liu, Xinyi Tong, Yuanyuan Ou, Xuhui Huang, Zhe Ma
Reducing Information Loss for Spiking Neural Networks. ECCV (11) (2022)
Yufei Guo, Liwen Zhang, Yuanpei Chen, Xinyi Tong, Xiaode Liu, YingLei Wang, Xuhui Huang, Zhe Ma
Real Spike: Learning Real-Valued Spikes for Spiking Neural Networks. ECCV (12) (2022)
Yufei Guo, Liwen Zhang, Yuanpei Chen, Xinyi Tong, Xiaode Liu, YingLei Wang, Xuhui Huang, Zhe Ma
Real Spike: Learning Real-valued Spikes for Spiking Neural Networks. CoRR (2022)
Yufei Guo, Yuanpei Chen, Liwen Zhang, Xiaode Liu, YingLei Wang, Xuhui Huang, Zhe Ma
IM-Loss: Information Maximization Loss for Spiking Neural Networks. NeurIPS (2022)
Yufei Guo, Xinyi Tong, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Zhe Ma, Xuhui Huang
RecDis-SNN: Rectifying Membrane Potential Distribution for Directly Training Spiking Neural Networks. CVPR (2022)
Xiaode Liu, Danmei Luo, Panpan Hu, Miao Yu, Qiguo Rong
Modelling and Analysis of the Cerebrospinal Fluid Flow in the Spinal Cord. LSMS/ICSEE (1) (2017)