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Jiawei Xu
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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
1492019
A wide-range operating synaptic device based on organic ferroelectricity with low energy consumption
L Tu, S Yuan, J Xu, K Yang, P Wang, X Cui, X Zhang, J Wang, YQ Zhan, ...
RSC advances 8 (47), 26549-26553, 2018
292018
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
IECA: An in-execution configuration CNN accelerator with 30.55 GOPS/mm˛ 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
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 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
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 memristor model with concise window function for spiking brain-inspired computation
J Xu, D Wang, F Li, L Zhang, D Stathis, Y Yang, Y Jin, A Lansner, ...
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
102021
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
Mapping the BCPNN learning rule to a memristor model
D Wang, J Xu, D Stathis, L Zhang, F Li, A Lansner, A Hemani, Y Yang, ...
Frontiers in Neuroscience 15, 750458, 2021
82021
Energy-aware workload allocation for distributed deep neural networks in edge-cloud continuum
Y Jin, J Xu, Y Huan, Y Yan, L Zheng, Z Zou
2019 32nd IEEE International System-on-Chip Conference (SOCC), 213-217, 2019
72019
A memristor-based learning engine for synaptic trace-based online learning
D Wang, J Xu, F Li, L Zhang, C Cao, D Stathis, A Lansner, A Hemani, ...
IEEE Transactions on Biomedical Circuits and Systems, 2023
52023
Memristor-based in-circuit computation for trace-based STDP
D Wang, J Xu, F Li, L Zhang, Y Wang, A Lansner, A Hemani, LR Zheng, ...
2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022
52022
Universal and convenient optimization strategies for three-terminal memristors
K Yang, Y Huan, J Xu, Z Zou, Y Zhan, L Zheng, F Seoane
IEEE Access 6, 48815-48826, 2018
52018
FPGA-Based HPC for Associative Memory System
D Wang, Y Wang, Y Yang, D Stathis, A Hemani, A Lansner, J Xu, ...
2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 52-57, 2024
2024
ASLog: An Area-Efficient CNN Accelerator for Per-Channel Logarithmic Post-Training Quantization
J Xu, J Fan, B Nan, C Ding, LR Zheng, Z Zou, Y Huan
IEEE Transactions on Circuits and Systems I: Regular Papers, 2023
2023
Modeling Cycle-to-Cycle Variation in Memristors for In-Situ Unsupervised Trace-STDP Learning
J Xu, Y Zheng, F Li, D Stathis, R Shen, H Chu, A Lansner, LR Zheng, ...
IEEE Transactions on Circuits and Systems II: Express Briefs, 2023
2023
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