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Publication search results
found 39 matches
- 2025
- Jiangrong Shen
, Kejun Wang, Wei Gao, Jian K. Liu
, Qi Xu
, Gang Pan, Xiaodong Chen
, Huajin Tang:
Temporal spiking generative adversarial networks for heading direction decoding. Neural Networks 184: 106975 (2025) - 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): 3823-3831 (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): 2075-2085 (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): 9277-9285 (2024) - Jiangrong Shen, Wenyao Ni, Qi Xu, Huajin Tang:
Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning. AAAI 2024: 611-619 - 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 - Jianing Han, Jiangrong Shen, Qi Xu, Jian Liu, Huajin Tang:
The Balanced Multi-Modal Spiking Neural Networks with Online Loss Adjustment and Time Alignment. ICME 2024: 1-6 - Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan:
Towards efficient deep spiking neural networks construction with spiking activity based pruning. ICML 2024 - Qi Xu
, Xuanye Fang
, Yaxin Li
, Jiangrong Shen
, De Ma
, Yi Xu
, Gang Pan
:
RSNN: Recurrent Spiking Neural Networks for Dynamic Spatial-Temporal Information Processing. ACM Multimedia 2024: 10602-10610 - Qi Xu
, Yaxin Li
, Xuanye Fang
, Jiangrong Shen
, Qiang Zhang
, Gang Pan
:
Reversing Structural Pattern Learning with Biologically Inspired Knowledge Distillation for Spiking Neural Networks. ACM Multimedia 2024: 3431-3439 - 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 abs/2401.03719 (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 abs/2406.01072 (2024) - 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 abs/2406.01883 (2024) - Wenyao Ni, Jiangrong Shen, Qi Xu, Huajin Tang:
ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning. CoRR abs/2412.12696 (2024) - 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: 107114 (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): 435-446 (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): 5841-5855 (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: 86-93 - 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: 7886-7895 - Shuang Lian, Jiangrong Shen, Qianhui Liu, Ziming Wang, Rui Yan, Huajin Tang:
Learnable Surrogate Gradient for Direct Training Spiking Neural Networks. IJCAI 2023: 3002-3010 - Xiaocui Lin, Jiangrong Shen, Jun Wen, Huajin Tang:
Bipolar Population Threshold Encoding for Audio Recognition with Deep Spiking Neural Networks. IJCNN 2023: 1-8 - 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, 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 - 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 abs/2304.05627 (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 abs/2304.09101 (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 abs/2304.09500 (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 abs/2306.03693 (2023) - Huajin Tang, Pengjie Gu, Jayawan H. B. Wijekoon, MHD Anas Alsakkal, Ziming Wang, Jiangrong Shen, Rui Yan:
Neuromorphic Auditory Perception by Neural Spiketrum. CoRR abs/2309.05430 (2023) - 2022
- Wensheng Chen, Huihui Ding, Jiangrong Li
, Kang Chen, Hanju Wang:
Alpine treelines as ecological indicators of global climate change: Who has studied? What has been studied? Ecol. Informatics 70: 101691 (2022) - 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): 1935-1946 (2022)
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