Jiangrong Shen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 30

Top Topics

Biologically Inspired

Structure Learning

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Jiangrong Shen, Wenyao Ni, Qi Xu, Gang Pan, Huajin Tang
Context Gating in Spiking Neural Networks: Achieving Lifelong Learning through Integration of Local and Global Plasticity. CoRR (2024)
Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan
Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning. CoRR (2024)
Tingting Jiang, Qi Xu, Xuming Ran, Jiangrong Shen, Pan Lv, Qiang Zhang, Gang Pan
Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism. ICLR (2024)
Jiangrong Shen, Wenyao Ni, Qi Xu, Huajin Tang
Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning. AAAI (2024)
Yaxin Li, Xuanye Fang, Yuyuan Gao, Dongdong Zhou, Jiangrong Shen, Jian K. Liu, Gang Pan, Qi Xu
Efficient Structure Slimming for Spiking Neural Networks. IEEE Trans. Artif. Intell. 5 (8) (2024)
Shuang Lian, Jiangrong Shen, Ziming Wang, Huajin Tang
IM-LIF: Improved Neuronal Dynamics With Attention Mechanism for Direct Training Deep Spiking Neural Network. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Qi Xu, Yuyuan Gao, Jiangrong Shen, Yaxin Li, Xuming Ran, Huajin Tang, Gang Pan
Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks. CoRR (2024)
Qi Xu, Yaxin Li, Jiangrong Shen, Pingping Zhang, Jian K. Liu, Huajin Tang, Gang Pan
Hierarchical Spiking-Based Model for Efficient Image Classification With Enhanced Feature Extraction and Encoding. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Huajin Tang, Pengjie Gu, Jayawan H. B. Wijekoon, MHD Anas Alsakkal, Ziming Wang, Jiangrong Shen, Rui Yan
Neuromorphic Auditory Perception by Neural Spiketrum. CoRR (2023)
Jiangrong Shen, Qi Xu, Jian K. Liu, Yueming Wang, Gang Pan, Huajin Tang
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks. AAAI (2023)
Qi Xu, Yaxin Li, Jiangrong Shen, Jian K. Liu, Huajin Tang, Gang Pan
Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation. CVPR (2023)
Shuang Lian, Jiangrong Shen, Qianhui Liu, Ziming Wang, Rui Yan, Huajin Tang
Learnable Surrogate Gradient for Direct Training Spiking Neural Networks. IJCAI (2023)
Jiangrong Shen, Qi Xu, Jian K. Liu, Yueming Wang, Gang Pan, Huajin Tang
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks. CoRR (2023)
Qi Xu, Yaxin Li, Jiangrong Shen, Jian K. Liu, Huajin Tang, Gang Pan
Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation. CoRR (2023)
Di Hong, Jiangrong Shen, Yu Qi, Yueming Wang
LaSNN: Layer-wise ANN-to-SNN Distillation for Effective and Efficient Training in Deep Spiking Neural Networks. CoRR (2023)
Wei Gao, Jiangrong Shen, Yipeng Lin, Kejun Wang, Zheng Lin, Huajin Tang, Xiaodong Chen
Sequential sparse autoencoder for dynamic heading representation in ventral intraparietal area. Comput. Biol. Medicine 163 (2023)
Xiaocui Lin, Jiangrong Shen, Jun Wen, Huajin Tang
Bipolar Population Threshold Encoding for Audio Recognition with Deep Spiking Neural Networks. IJCNN (2023)
Qi Xu, Yuyuan Gao, Jiangrong Shen, Yaxin Li, Xuming Ran, Huajin Tang, Gang Pan
Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks. NeurIPS (2023)
Jiangrong Shen, Yu Zhao, Jian K. Liu, Yueming Wang
HybridSNN: Combining Bio-Machine Strengths by Boosting Adaptive Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Jianing Han, Ziming Wang, Jiangrong Shen, Huajin Tang
Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion. Int. J. Autom. Comput. 20 (3) (2023)
Qi Xu, Yaxin Li, Xuanye Fang, Jiangrong Shen, Jian K. Liu, Huajin Tang, Gang Pan
Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks. CoRR (2023)
Zihang Shao, Xuanye Fang, Yaxin Li, Chaoran Feng, Jiangrong Shen, Qi Xu
EICIL: Joint Excitatory Inhibitory Cycle Iteration Learning for Deep Spiking Neural Networks. NeurIPS (2023)
Qi Xu, Jiangrong Shen, Xuming Ran, Huajin Tang, Gang Pan, Jian K. Liu
Robust Transcoding Sensory Information With Neural Spikes. IEEE Trans. Neural Networks Learn. Syst. 33 (5) (2022)
Qi Xu, Dongdong Zhou, Jian Wang, Jiangrong Shen, Lauri Kettunen, Fengyu Cong
Convolutional Neural Network Based Sleep Stage Classification with Class Imbalance. IJCNN (2022)
Jiangrong Shen, Jian K. Liu, Yueming Wang
Dynamic Spatiotemporal Pattern Recognition With Recurrent Spiking Neural Network. Neural Comput. 33 (11) (2021)
Jiangrong Shen, Yu Zhao, Jian K. Liu, Yueming Wang
Recognizing Scoring in Basketball Game from AER Sequence by Spiking Neural Networks. IJCNN (2020)
Qi Xu, Jianxin Peng, Jiangrong Shen, Huajin Tang, Gang Pan
Deep CovDenseSNN: A hierarchical event-driven dynamic framework with spiking neurons in noisy environment. Neural Networks 121 (2020)
Qi Xu, Yu Qi, Hang Yu, Jiangrong Shen, Huajin Tang, Gang Pan
CSNN: An Augmented Spiking based Framework with Perceptron-Inception. IJCAI (2018)
Yu Qi, Jiangrong Shen, Yueming Wang, Huajin Tang, Hang Yu, Zhaohui Wu, Gang Pan
Jointly Learning Network Connections and Link Weights in Spiking Neural Networks. IJCAI (2018)
Jiangrong Shen, Kang Lin, Yueming Wang, Gang Pan
Character recognition from trajectory by recurrent spiking neural networks. EMBC (2017)