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ISTASTrack: Bridging ANN and SNN via ISTA Adapter for RGB-Event Tracking
Siying Liu, Zikai Wang, Hanle Zheng, Yifan Hu, Xilin Wang, Qingkai Yang, Jibin Wu, Hao Guo, Lei Deng
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Spatiotemporal Decoupled Learning for Spiking Neural Networks
Chenxiang Ma, Xinyi Chen, Kay Chen Tan, Jibin Wu*
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Temporal Structure Encoding Drives Accurate and Robust Temporal Processing in Spiking Neural Networks
Xinyi Chen, Yinsong Yan, Hanwen Liu, Malu Zhang, Yujie Wu, Qinyuan Ren, Huajin Tang, Kay Chen Tan, Jibin Wu*
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From Coarse to Fine A Multi-Stage Framework for Neural Architecture Search
Xun Zhou, Songbai Liu, Jibin Wu, Yue Wang, Kay Chen Tan
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Towards Efficient Spiking Neural Networks: A Reliable Structured Pruning Criterion
Zhige Chen, Szu Chi Chiu, Shu Peng, Wenlong You, Jiachen Xi, Rui Liu, Ruofan Yan, Kay Chen Tan, Jibin Wu
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Towards Efficient Spiking Neural Networks: A Reliable Structured Pruning Criterion
Hanwen Liu, Zijian Zhou, Kexin Shi, Wenjie Wei, Wenyu Chen, Jibin Wu, Malu Zhang, Yang Yang
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Adaptive dendritic plasticity in brain-inspired dynamic neural networks for enhanced multi-timescale feature extraction
Jiayi Mao, Hanle Zheng, Huifeng Yin, Hanxiao Fan, Lingrui Mei, Hao Guo, Yao Li, Jibin Wu, Jing Pei, Lei Deng
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Evaluation of large language models as solution generators in complex optimization
Beichen Huang, Xingyu Wu, Yu Zhou, Jibin Wu, Liang Feng, Ran Cheng, Kay Chen Tan
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Efficient and robust temporal processing with neural oscillations modulated spiking neural networks
Yinsong Yan, Qu Yang, Yujie Wu, Hanwen Liu, Malu Zhang, Haizhou Li, Kay Chen Tan, Jibin Wu*
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HardF-SNN: Hardware-Friendly Quantization for Spiking Neural Networks with Efficient Integer-Arithmetic-Only Inference
Hanwen Liu, Kexin Shi, Jieyuan Zhang, Yimeng Shan, Jibin Wu, Wenyu Chen, Malu Zhang
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