Yanqi Chen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Pruning Algorithms

High Efficiency

Spiking Neural Networks

Top Venues

Publications

Haonan Qiu, Munan Ning, Zeyin Song, Wei Fang, Yanqi Chen, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian
Self-architectural knowledge distillation for spiking neural networks. Neural Networks 178 (2024)
Yanqi Chen, Zhengyu Ma, Wei Fang, Xiawu Zheng, Zhaofei Yu, Yonghong Tian
A Unified Framework for Soft Threshold Pruning. CoRR (2023)
Wei Fang, Yanqi Chen, Jianhao Ding, Zhaofei Yu, Timothée Masquelier, Ding Chen, Liwei Huang, Huihui Zhou, Guoqi Li, Yonghong Tian
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence. CoRR (2023)
Yanqi Chen, Zhengyu Ma, Wei Fang, Xiawu Zheng, Zhaofei Yu, Yonghong Tian
A Unified Framework for Soft Threshold Pruning. ICLR (2023)
Wei Fang, Zhaofei Yu, Zhaokun Zhou, Ding Chen, Yanqi Chen, Zhengyu Ma, Timothée Masquelier, Yonghong Tian
Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies. NeurIPS (2023)
Wei Fang, Zhaofei Yu, Zhaokun Zhou, Yanqi Chen, Zhengyu Ma, Timothée Masquelier, Yonghong Tian
Parallel Spiking Neurons with High Efficiency and Long-term Dependencies Learning Ability. CoRR (2023)
Haonan Qiu, Zeyin Song, Yanqi Chen, Munan Ning, Wei Fang, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian
Temporal Contrastive Learning for Spiking Neural Networks. CoRR (2023)
Kaiwei Che, Zhaokun Zhou, Zhengyu Ma, Wei Fang, Yanqi Chen, Shuaijie Shen, Li Yuan, Yonghong Tian
Auto-Spikformer: Spikformer Architecture Search. CoRR (2023)
Liang Yu, Yanqi Chen, Yongli Zhang, Ran Wang, Zhaodong Zhang
On-line harmonic signal denoising from the measurement with non-stationary and non-Gaussian noise. Signal Process. 201 (2022)
Yanqi Chen, Zhaofei Yu, Wei Fang, Zhengyu Ma, Tiejun Huang, Yonghong Tian
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks. ICML (2022)
Zhongying Deng, Yanqi Chen, Lihao Liu, Shujun Wang, Rihuan Ke, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation. CoRR (2022)
Wei Fang, Zhaofei Yu, Yanqi Chen, Tiejun Huang, Timothée Masquelier, Yonghong Tian
Deep Residual Learning in Spiking Neural Networks. NeurIPS (2021)
Wei Fang, Zhaofei Yu, Yanqi Chen, Timothée Masquelier, Tiejun Huang, Yonghong Tian
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks. ICCV (2021)
Yanqi Chen, Shuzhen Tong, Xiaobo Lu, Yun Wei
A Semi-Supervised Railway Foreign Object Detection Method Based on GAN. CSAE (2021)
Yanqi Chen, Zhaofei Yu, Wei Fang, Tiejun Huang, Yonghong Tian
Pruning of Deep Spiking Neural Networks through Gradient Rewiring. IJCAI (2021)
Wei Fang, Zhaofei Yu, Timothée Masquelier, Yanqi Chen, Tiejun Huang, Yonghong Tian
Spike-based Residual Blocks. CoRR (2021)
Yanqi Chen, Zhaofei Yu, Wei Fang, Tiejun Huang, Yonghong Tian
Pruning of Deep Spiking Neural Networks through Gradient Rewiring. CoRR (2021)