High-accuracy deep ANN-to-SNN conversion using quantization-aware training framework and calcium-gated bipolar leaky integrate and fire neuron
Gao, Haoran, He, Junxian, Wang, Haibing, Wang, Tengxiao, Zhong, Zhengqing, Yu, Jianyi, Wang, Ying, Tian, Min, Shi, Cong
Published in Frontiers in neuroscience (08.03.2023)
Published in Frontiers in neuroscience (08.03.2023)
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Journal Article
Modeling the Global Relationship via the Point Cloud Transformer for the Terrain Filtering of Airborne LiDAR Data
Cheng, Libo, Hao, Rui, Cheng, Zhibo, Li, Taifeng, Wang, Tengxiao, Lu, Wenlong, Ding, Yulin, Hu, Han
Published in Remote sensing (Basel, Switzerland) (01.12.2023)
Published in Remote sensing (Basel, Switzerland) (01.12.2023)
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Journal Article
A High-Speed Low-Cost VLSI System Capable of On-Chip Online Learning for Dynamic Vision Sensor Data Classification
He, Wei, Huang, Jinguo, Wang, Tengxiao, Lin, Yingcheng, He, Junxian, Zhou, Xichuan, Li, Ping, Wang, Ying, Wu, Nanjian, Shi, Cong
Published in Sensors (Basel, Switzerland) (21.08.2020)
Published in Sensors (Basel, Switzerland) (21.08.2020)
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Journal Article
Motion Responses of a Berthed Tank under Resonance Coupling Effect of Internal Sloshing and Gap Flow
Wang, Tengxiao, Jin, Heng, Lou, Mengfan, Wang, Xinyu, Liu, Yi
Published in Water (Basel) (01.12.2021)
Published in Water (Basel) (01.12.2021)
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Journal Article
Investigation on the thermal and hydrodynamic performance of a microchannel heat sink partially filled with porous medium
Xie, Haozhe, Wang, Tengxiao, ELSihy, ELSaeed Saad, Lin, Haitao, Wang, Zuyuan
Published in International journal of heat and mass transfer (15.08.2024)
Published in International journal of heat and mass transfer (15.08.2024)
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Journal Article
MorphBungee-Lite: An Edge Neuromorphic Architecture With Balanced Cross-Core Workloads Based on Layer-Wise Event-Batch Learning/Inference
Zhong, Zhengqing, Wang, Haibing, Chen, Mingju, Lin, Yingcheng, Tian, Min, Wang, Tengxiao, Liu, Liyuan, Shi, Cong
Published in IEEE transactions on circuits and systems. II, Express briefs (29.10.2024)
Published in IEEE transactions on circuits and systems. II, Express briefs (29.10.2024)
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Journal Article
DeepTempo: A Hardware-Friendly Direct Feedback Alignment Multi-Layer Tempotron Learning Rule for Deep Spiking Neural Networks
Shi, Cong, Wang, Tengxiao, He, Junxian, Zhang, Jianghao, Liu, Liyuan, Wu, Nanjian
Published in IEEE transactions on circuits and systems. II, Express briefs (01.05.2021)
Published in IEEE transactions on circuits and systems. II, Express briefs (01.05.2021)
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Journal Article
TripleBrain: A Compact Neuromorphic Hardware Core With Fast On-Chip Self-Organizing and Reinforcement Spike-Timing Dependent Plasticity
Wang, Haibing, He, Zhen, Wang, Tengxiao, He, Junxian, Zhou, Xichuan, Wang, Ying, Liu, Liyuan, Wu, Nanjian, Tian, Min, Shi, Cong
Published in IEEE transactions on biomedical circuits and systems (01.08.2022)
Published in IEEE transactions on biomedical circuits and systems (01.08.2022)
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Journal Article
An Edge Neuromorphic Hardware With Fast On-Chip Error-Triggered Learning on Compressive Sensed Spikes
Shi, Cong, Zhang, Jingya, Wang, Tengxiao, Zhong, Zhengqing, He, Junxian, Gao, Haoran, Yu, Jianyi, Li, Ping, Tian, Min
Published in IEEE transactions on circuits and systems. II, Express briefs (01.07.2023)
Published in IEEE transactions on circuits and systems. II, Express briefs (01.07.2023)
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Journal Article
A Low-Cost FPGA Implementation of Spiking Extreme Learning Machine With On-Chip Reward-Modulated STDP Learning
He, Zhen, Shi, Cong, Wang, Tengxiao, Wang, Ying, Tian, Min, Zhou, Xichuan, Li, Ping, Liu, Liyuan, Wu, Nanjian, Luo, Gang
Published in IEEE transactions on circuits and systems. II, Express briefs (01.03.2022)
Published in IEEE transactions on circuits and systems. II, Express briefs (01.03.2022)
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Journal Article
A visual cortex-inspired edge neuromorphic hardware architecture with on-chip multi-layer STDP learning
He, Junxian, Tian, Min, Jiang, Ying, Wang, Haibing, Wang, Tengxiao, Zhou, Xichuan, Liu, Liyuan, Wu, Nanjian, Wang, Ying, Shi, Cong
Published in Computers & electrical engineering (01.12.2024)
Published in Computers & electrical engineering (01.12.2024)
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Journal Article
CompSNN: A lightweight spiking neural network based on spatiotemporally compressive spike features
Wang, Tengxiao, Shi, Cong, Zhou, Xichuan, Lin, Yingcheng, He, Junxian, Gan, Ping, Li, Ping, Wang, Ying, Liu, Liyuan, Wu, Nanjian, Luo, Gang
Published in Neurocomputing (Amsterdam) (15.02.2021)
Published in Neurocomputing (Amsterdam) (15.02.2021)
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Journal Article
MorphBungee: A 65-nm 7.2-mm 2 27-μJ/image Digital Edge Neuromorphic Chip with On-Chip 802-frame/s Multi-Layer Spiking Neural Network Learning
Wang, Tengxiao, Tian, Min, Wang, Haibing, Zhong, Zhengqing, He, Junxian, Tang, Fang, Zhou, Xichuan, Lin, Yingcheng, Yu, Shuang-Ming, Liu, Liyuan, Shi, Cong
Published in IEEE transactions on biomedical circuits and systems (11.06.2024)
Published in IEEE transactions on biomedical circuits and systems (11.06.2024)
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Journal Article
MorphBungee: A 65-nm 7.2-mm2 27-μJ/image Digital Edge Neuromorphic Chip with On-Chip 802-frame/s Multi-Layer Spiking Neural Network Learning
Wang, Tengxiao, Tian, Min, Wang, Haibing, Zhong, Zhengqing, He, Junxian, Tang, Fang, Zhou, Xichuan, Lin, Yingcheng, Yu, Shuang-Ming, Liu, Liyuan, Shi, Cong
Published in IEEE transactions on biomedical circuits and systems (11.06.2024)
Published in IEEE transactions on biomedical circuits and systems (11.06.2024)
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Journal Article
A Heterogeneous Spiking Neural Network for Computationally Efficient Face Recognition
Zhou, Xichuan, Zhou, Zhenghua, Zhong, Zhengqing, Yu, Jianyi, Wang, Tengxiao, Tian, Min, Jiang, Ying, Shi, Cong
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
Published in 2021 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2021)
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Conference Proceeding
A Configurable On-Chip Spike Encoding Network Based on Dual-Mode Integrate & Fire Neurons
Zhong, Zhengqing, Tuo, Yunpeng, Wang, Haibing, Wang, Tengxiao, He, Junxian, Chen, Sihao, Tian, Min, Shi, Cong
Published in 2023 IEEE 6th Information Technology,Networking,Electronic and Automation Control Conference (ITNEC) (24.02.2023)
Published in 2023 IEEE 6th Information Technology,Networking,Electronic and Automation Control Conference (ITNEC) (24.02.2023)
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Conference Proceeding
TEDOP: A Tiny Event-Driven Neural Network Hardware Core Enabling On-Chip Spike-Driven Synaptic Plasticity
Shi, Cona, Chen, Sihao, Wana, Haibina, Zhona, Zhenaaina, Li, Ping, He, Junxian, Wang, Tengxiao, Yu, Jianyi, Tian, Min
Published in 2022 IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA) (28.10.2022)
Published in 2022 IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA) (28.10.2022)
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Conference Proceeding
MorphBungee: A 65nm 7.2mm2 27μJ/image Digital Edge Neuromorphic Chip with On-Chip 802 Frame/s Multi-Layer Spiking Neural Network Learning
Wang, Tengxiao, Tian, Min, Zhong, Zhengqing, Wang, Haibing, He, Junxian, Tang, Fang, Zhou, Xichuan, Yu, Shuangming, Wu, Nanjian, Liu, Liyuan, Shi, Cong
Published in 2023 IEEE Asian Solid-State Circuits Conference (A-SSCC) (05.11.2023)
Published in 2023 IEEE Asian Solid-State Circuits Conference (A-SSCC) (05.11.2023)
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Conference Proceeding
MorphBungee: An Edge Neuromorphic Chip for High-Accuracy On-Chip Learning of Multiple-Layer Spiking Neural Networks
Wang, Tengxiao, Wang, Haibing, He, Junxian, Zhong, Zhengqing, Tang, Fang, Zhou, Xichuan, Yu, Shuang-Ming, Liu, Liyuan, Wu, Nanjian, Tian, Min, Shi, Cong
Published in 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS) (13.10.2022)
Published in 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS) (13.10.2022)
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Conference Proceeding
TripleBrain: An Edge Neuromorphic Architecture for High-accuracy Single-layer Spiking Neural Network with On-chip Self-organizing and Reinforcement Learning
Wang, Haibing, He, Zhen, Rao, Jinsong, Wang, Tengxiao, He, Junxian, Tian, Min, Zhou, Xichuan, Liu, Liyuan, Wu, Nanjian, Shi, Cong
Published in 2021 IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA) (24.11.2021)
Published in 2021 IEEE International Conference on Integrated Circuits, Technologies and Applications (ICTA) (24.11.2021)
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Conference Proceeding