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 | 152 | 2019 |
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 | 29 | 2018 |
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 | 23 | 2021 |
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 | 19 | 2021 |
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 | 18 | 2018 |
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 | 15 | 2018 |
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 | 13 | 2022 |
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 | 13 | 2020 |
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 | 13 | 2018 |
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 | 10 | 2021 |
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 | 10 | 2020 |
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 | 10 | 2018 |
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 | 8 | 2021 |
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 | 7 | 2019 |
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 | 5 | 2023 |
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 | 5 | 2022 |
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 | 5 | 2018 |
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 |