A wearable group-synchronized EEG system for multi-subject brain-computer interfaces
Huang, Yong, Huan, Yuxiang, Zou, Zhuo, Pei, Weihua, Gao, Xiaorong, Wang, Yijun, Zheng, Lirong
Published in Frontiers in neuroscience (19.07.2023)
Published in Frontiers in neuroscience (19.07.2023)
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Journal Article
Backpropagation With Sparsity Regularization for Spiking Neural Network Learning
Yan, Yulong, Chu, Haoming, Jin, Yi, Huan, Yuxiang, Zou, Zhuo, Zheng, Lirong
Published in Frontiers in neuroscience (14.04.2022)
Published in Frontiers in neuroscience (14.04.2022)
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Base-Reconfigurable Segmented Logarithmic Quantization and Hardware Design for Deep Neural Networks
Xu, Jiawei, Huan, Yuxiang, Jin, Yi, Chu, Haoming, Zheng, Li-Rong, Zou, Zhuo
Published in Journal of signal processing systems (01.11.2020)
Published in Journal of signal processing systems (01.11.2020)
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Journal Article
A Memory-Efficient CNN Accelerator Using Segmented Logarithmic Quantization and Multi-Cluster Architecture
Xu, Jiawei, Huan, Yuxiang, Huang, Boming, Chu, Haoming, Jin, Yi, Zheng, Li-Rong, Zou, Zhuo
Published in IEEE transactions on circuits and systems. II, Express briefs (01.06.2021)
Published in IEEE transactions on circuits and systems. II, Express briefs (01.06.2021)
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Tunable flexible artificial synapses: a new path toward a wearable electronic system
Yang, Kunlong, Yuan, Sijian, Huan, Yuxiang, Wang, Jiao, Tu, Li, Xu, Jiawei, Zou, Zhuo, Zhan, Yiqiang, Zheng, Lirong, Seoane, Fernando
Published in Npj flexible electronics (01.01.2018)
Published in Npj flexible electronics (01.01.2018)
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Journal Article
Optimized Near-Zero Quantization Method for Flexible Memristor Based Neural Network
Xu, Jiawei, Huan, Yuxiang, Yang, Kunlong, Zhan, Yiqiang, Zou, Zhuo, Zheng, Li-Rong
Published in IEEE access (01.01.2018)
Published in IEEE access (01.01.2018)
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A 3D Tiled Low Power Accelerator for Convolutional Neural Network
Yuxiang Huan, Jiawei Xu, Lirong Zheng, Hannu Tenhunen, Zhuo Zou
Published in 2018 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2018)
Published in 2018 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2018)
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Conference Proceeding
TMR Group Coding Method for Optimized SEU and MBU Tolerant Memory Design
Yi Jin, Yuxiang Huan, Haoming Chu, Zhuo Zou, Lirong Zheng
Published in 2018 IEEE International Symposium on Circuits and Systems (ISCAS) (27.05.2018)
Published in 2018 IEEE International Symposium on Circuits and Systems (ISCAS) (27.05.2018)
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Conference Proceeding
Universal and Convenient Optimization Strategies for Three-Terminal Memristors
Yang, Kunlong, Huan, Yuxiang, Xu, Jiawei, Zou, Zhuo, Zhan, Yiqiang, Zheng, Lirong, Seoane, Fernando
Published in IEEE access (01.01.2018)
Published in IEEE access (01.01.2018)
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Journal Article
Dynamic Precision Multiplier For Deep Neural Network Accelerators
Ding, Chen, Huan, Yuxiang, Zheng, Lirong, Zou, Zhuo
Published in 2020 IEEE 33rd International System-on-Chip Conference (SOCC) (08.09.2020)
Published in 2020 IEEE 33rd International System-on-Chip Conference (SOCC) (08.09.2020)
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Conference Proceeding
Automated trading systems statistical and machine learning methods and hardware implementation: a survey
Huang, Boming, Huan, Yuxiang, Xu, Li Da, Zheng, Lirong, Zou, Zhuo
Published in Enterprise information systems (02.01.2019)
Published in Enterprise information systems (02.01.2019)
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Journal Article
A Neuromorphic Processing System With Spike-Driven SNN Processor for Wearable ECG Classification
Chu, Haoming, Yan, Yulong, Gan, Leijing, Jia, Hao, Qian, Liyu, Huan, Yuxiang, Zheng, Lirong, Zou, Zhuo
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
IECA: An In-Execution Configuration CNN Accelerator With 30.55 GOPS/mm(2) Area Efficiency
Huang, Boming, Huan, Yuxiang, Chu, Haoming, Xu, Jiawei, Liu, Lizheng, Zheng, Lirong, Zou, Zhuo
Published in IEEE transactions on circuits and systems. I, Regular papers (01.11.2021)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.11.2021)
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Journal Article
Self-aware distributed deep learning framework for heterogeneous IoT edge devices
Jin, Yi, Cai, Jiawei, Xu, Jiawei, Huan, Yuxiang, Yan, Yulong, Huang, Bin, Guo, Yongliang, Zheng, Lirong, Zou, Zhuo
Published in Future generation computer systems (01.12.2021)
Published in Future generation computer systems (01.12.2021)
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Journal Article
A Hybrid-Mode On-Chip Router for the Large-Scale FPGA-Based Neuromorphic Platform
Ding, Chen, Huan, Yuxiang, Jia, Hao, Yan, Yulong, Yang, Fanxi, Liu, Lizheng, Shen, Meigen, Zou, Zhuo, Zheng, Lirong
Published in IEEE transactions on circuits and systems. I, Regular papers (01.05.2022)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.05.2022)
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Smart energy efficient gateway for Internet of mobile things
Tcarenko, Igor, Yuxiang Huan, Juhasz, David, Rahmani, Amir M., Zhuo Zou, Westerlund, Tomi, Liljeberg, Pasi, Lirong Zheng, Tenhunen, Hannu
Published in 2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC) (01.01.2017)
Published in 2017 14th IEEE Annual Consumer Communications & Networking Conference (CCNC) (01.01.2017)
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Conference Proceeding
MCU-Enabled Epileptic Seizure Detection System With Compressed Learning
Qian, Liyu, Lu, Jie, Li, Wenzhuo, Huan, Yuxiang, Sun, Yaojie, Zheng, Lirong, Zou, Zhuo
Published in IEEE internet of things journal (01.03.2024)
Published in IEEE internet of things journal (01.03.2024)
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