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Huan Yuxiang
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Year
Automated trading systems statistical and machine learning methods and hardware implementation: a survey
B Huang, Y Huan, LD Xu, L Zheng, Z Zou
Enterprise Information Systems 13 (1), 132-144, 2019
1562019
A smart dental health-IoT platform based on intelligent hardware, deep learning, and mobile terminal
L Liu, J Xu, Y Huan, Z Zou, SC Yeh, LR Zheng
IEEE journal of biomedical and health informatics 24 (3), 898-906, 2019
1462019
Edge and fog computing enabled AI for IoT-an overview
Z Zou, Y Jin, P Nevalainen, Y Huan, J Heikkonen, T Westerlund
2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019
962019
A low-power accelerator for deep neural networks with enlarged near-zero sparsity
Y Huan, Y Qin, Y You, L Zheng, Z Zou
arXiv preprint arXiv:1705.08009, 2017
422017
A neuromorphic processing system with spike-driven SNN processor for wearable ECG classification
H Chu, Y Yan, L Gan, H Jia, L Qian, Y Huan, L Zheng, Z Zou
IEEE Transactions on Biomedical Circuits and Systems 16 (4), 511-523, 2022
402022
Self-aware distributed deep learning framework for heterogeneous IoT edge devices
Y Jin, J Cai, J Xu, Y Huan, Y Yan, B Huang, Y Guo, L Zheng, Z Zou
Future Generation Computer Systems 125, 908-920, 2021
222021
Backpropagation with sparsity regularization for spiking neural network learning
Y Yan, H Chu, Y Jin, Y Huan, Z Zou, L Zheng
Frontiers in Neuroscience 16, 760298, 2022
192022
IECA: An in-execution configuration CNN accelerator with 30.55 GOPS/mm² area efficiency
B Huang, Y Huan, H Chu, J Xu, L Liu, L Zheng, Z Zou
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (11), 4672-4685, 2021
192021
Enabling on-device classification of ECG with compressed learning for health IoT
W Li, H Chu, B Huang, Y Huan, L Zheng, Z Zou
Microelectronics Journal 115, 105188, 2021
182021
A design of smart unmanned vending machine for new retail based on binocular camera and machine vision
L Liu, J Cui, Y Huan, Z Zou, X Hu, L Zheng
IEEE Consumer Electronics Magazine 11 (4), 21-31, 2021
182021
Tunable flexible artificial synapses: a new path toward a wearable electronic system
K Yang, S Yuan, Y Huan, J Wang, L Tu, J Xu, Z Zou, Y Zhan, L Zheng, ...
npj Flexible Electronics 2 (1), 20, 2018
182018
A multiplication reduction technique with near-zero approximation for embedded learning in IoT devices
Y Huan, Y Qin, Y You, L Zheng, Z Zou
2016 29th IEEE International System-on-Chip Conference (SOCC), 102-107, 2016
182016
A 3d tiled low power accelerator for convolutional neural network
Y Huan, J Xu, L Zheng, H Tenhunen, Z Zou
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
142018
Smart energy efficient gateway for Internet of mobile things
I Tcarenko, Y Huan, D Juhasz, AM Rahmani, Z Zou, T Westerlund, ...
2017 14th IEEE annual consumer communications & networking conference (CCNC …, 2017
142017
Base-reconfigurable segmented logarithmic quantization and hardware design for deep neural networks
J Xu, Y Huan, Y Jin, H Chu, LR Zheng, Z Zou
Journal of Signal Processing Systems 92 (11), 1263-1276, 2020
132020
Optimized near-zero quantization method for flexible memristor based neural network
J Xu, Y Huan, K Yang, Y Zhan, Z Zou, LR Zheng
IEEE Access 6, 29320-29331, 2018
132018
Edge-based collaborative training system for artificial intelligence-of-things
Y Jin, B Huang, Y Yan, Y Huan, J Xu, S Li, P Gope, L Da Xu, Z Zou, ...
IEEE Transactions on Industrial Informatics 18 (10), 7162-7173, 2022
122022
A memory-efficient CNN accelerator using segmented logarithmic quantization and multi-cluster architecture
J Xu, Y Huan, B Huang, H Chu, Y Jin, LR Zheng, Z Zou
IEEE Transactions on Circuits and Systems II: Express Briefs 68 (6), 2142-2146, 2020
102020
A low-power arithmetic element for multi-base logarithmic computation on deep neural networks
J Xu, Y Huan, LR Zheng, Z Zou
2018 31st IEEE International System-on-Chip Conference (SOCC), 43-48, 2018
102018
Graph-based spatio-temporal backpropagation for training spiking neural networks
Y Yan, H Chu, X Chen, Y Jin, Y Huan, L Zheng, Z Zou
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
92021
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