Jiangrong Shen

According to our database, Jiangrong Shen authored at least 30 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient Structure Slimming for Spiking Neural Networks.

Yaxin Li, Xuanye Fang, Yuyuan Gao, Dongdong Zhou, Jiangrong Shen, Jian K. Liu, Gang Pan, Qi Xu

IEEE Trans. Artif. Intell., August, 2024

Hierarchical Spiking-Based Model for Efficient Image Classification With Enhanced Feature Extraction and Encoding.

Qi Xu, Yaxin Li, Jiangrong Shen, Pingping Zhang, Jian K. Liu, Huajin Tang, Gang Pan

IEEE Trans. Neural Networks Learn. Syst., July, 2024

IM-LIF: Improved Neuronal Dynamics With Attention Mechanism for Direct Training Deep Spiking Neural Network.

Shuang Lian, Jiangrong Shen, Ziming Wang, Huajin Tang

IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

Context Gating in Spiking Neural Networks: Achieving Lifelong Learning through Integration of Local and Global Plasticity.

Jiangrong Shen, Wenyao Ni, Qi Xu, Gang Pan, Huajin Tang

CoRR, 2024

Reversing Structural Pattern Learning with Biologically Inspired Knowledge Distillation for Spiking Neural Networks.

Qi Xu, Yaxin Li, Xuanye Fang, Jiangrong Shen, Qiang Zhang, Gang Pan

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

RSNN: Recurrent Spiking Neural Networks for Dynamic Spatial-Temporal Information Processing.

Qi Xu, Xuanye Fang, Yaxin Li, Jiangrong Shen, De Ma, Yi Xu, Gang Pan

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Towards efficient deep spiking neural networks construction with spiking activity based pruning.

Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

The Balanced Multi-Modal Spiking Neural Networks with Online Loss Adjustment and Time Alignment.

Jianing Han, Jiangrong Shen, Qi Xu, Jian Liu, Huajin Tang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism.

Tingting Jiang, Qi Xu, Xuming Ran, Jiangrong Shen, Pan Lv, Qiang Zhang, Gang Pan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning.

Jiangrong Shen, Wenyao Ni, Qi Xu, Huajin Tang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

HybridSNN: Combining Bio-Machine Strengths by Boosting Adaptive Spiking Neural Networks.

Jiangrong Shen, Yu Zhao, Jian K. Liu, Yueming Wang

IEEE Trans. Neural Networks Learn. Syst., September, 2023

Sequential sparse autoencoder for dynamic heading representation in ventral intraparietal area.

Wei Gao, Jiangrong Shen, Yipeng Lin, Kejun Wang, Zheng Lin, Huajin Tang, Xiaodong Chen

Comput. Biol. Medicine, September, 2023

Symmetric-threshold ReLU for Fast and Nearly Lossless ANN-SNN Conversion.

Jianing Han, Ziming Wang, Jiangrong Shen, Huajin Tang

Int. J. Autom. Comput., 2023

Neuromorphic Auditory Perception by Neural Spiketrum.

Huajin Tang, Pengjie Gu, Jayawan H. B. Wijekoon, MHD Anas Alsakkal, Ziming Wang, Jiangrong Shen, Rui Yan

CoRR, 2023

Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks.

Qi Xu, Yaxin Li, Xuanye Fang, Jiangrong Shen, Jian K. Liu, Huajin Tang, Gang Pan

CoRR, 2023

LaSNN: Layer-wise ANN-to-SNN Distillation for Effective and Efficient Training in Deep Spiking Neural Networks.

Di Hong, Jiangrong Shen, Yu Qi, Yueming Wang

CoRR, 2023

Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks.

Qi Xu, Yuyuan Gao, Jiangrong Shen, Yaxin Li, Xuming Ran, Huajin Tang, Gang Pan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

EICIL: Joint Excitatory Inhibitory Cycle Iteration Learning for Deep Spiking Neural Networks.

Zihang Shao, Xuanye Fang, Yaxin Li, Chaoran Feng, Jiangrong Shen, Qi Xu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Bipolar Population Threshold Encoding for Audio Recognition with Deep Spiking Neural Networks.

Xiaocui Lin, Jiangrong Shen, Jun Wen, Huajin Tang

Proceedings of the International Joint Conference on Neural Networks, 2023

Learnable Surrogate Gradient for Direct Training Spiking Neural Networks.

Shuang Lian, Jiangrong Shen, Qianhui Liu, Ziming Wang, Rui Yan, Huajin Tang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation.

Qi Xu, Yaxin Li, Jiangrong Shen, Jian K. Liu, Huajin Tang, Gang Pan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks.

Jiangrong Shen, Qi Xu, Jian K. Liu, Yueming Wang, Gang Pan, Huajin Tang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Robust Transcoding Sensory Information With Neural Spikes.

Qi Xu, Jiangrong Shen, Xuming Ran, Huajin Tang, Gang Pan, Jian K. Liu

IEEE Trans. Neural Networks Learn. Syst., 2022

Convolutional Neural Network Based Sleep Stage Classification with Class Imbalance.

Qi Xu, Dongdong Zhou, Jian Wang, Jiangrong Shen, Lauri Kettunen, Fengyu Cong

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Dynamic Spatiotemporal Pattern Recognition With Recurrent Spiking Neural Network.

Jiangrong Shen, Jian K. Liu, Yueming Wang

Neural Comput., 2021

2020

Deep CovDenseSNN: A hierarchical event-driven dynamic framework with spiking neurons in noisy environment.

Qi Xu, Jianxin Peng, Jiangrong Shen, Huajin Tang, Gang Pan

Neural Networks, 2020

Recognizing Scoring in Basketball Game from AER Sequence by Spiking Neural Networks.

Jiangrong Shen, Yu Zhao, Jian K. Liu, Yueming Wang

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2018

CSNN: An Augmented Spiking based Framework with Perceptron-Inception.

Qi Xu, Yu Qi, Hang Yu, Jiangrong Shen, Huajin Tang, Gang Pan

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Jointly Learning Network Connections and Link Weights in Spiking Neural Networks.

Yu Qi, Jiangrong Shen, Yueming Wang, Huajin Tang, Hang Yu, Zhaohui Wu, Gang Pan

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Character recognition from trajectory by recurrent spiking neural networks.

Jiangrong Shen, Kang Lin, Yueming Wang, Gang Pan

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017