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Journal Articles
- 2023
[j8]Lujie Peng, Junyu Yang, Longke Yan, Zhiyi Chen, Jianbiao Xiao, Liang Zhou, Jun Zhou:
BSN-ESC: A Big-Small Network-Based Environmental Sound Classification Method for AIoT Applications. Sensors 23(15): 6767 (2023)- [j7]Jiahao Liu
, Jiajing Fan, Zirui Zhong, Hui Qiu, Jianbiao Xiao, Yong Zhou, Zhen Zhu, Guanghai Dai, Ning Wang, Qingsong Liu, Yuxiang Xie, Hongduo Liu, Liang Chang, Jun Zhou:
An Ultra-Low Power Reconfigurable Biomedical AI Processor With Adaptive Learning for Versatile Wearable Intelligent Health Monitoring. IEEE Trans. Biomed. Circuits Syst. 17(5): 952-967 (2023) - [j6]Lujie Peng, Junyu Yang, Zhiyi Chen, Longke Yan, Xiben Jiao, Jianbiao Xiao, Liang Zhou, Liang Chang, Yu Long, Jun Zhou:
A High Accuracy and Low Power CNN-Based Environmental Sound Classification Processor. IEEE Trans. Circuits Syst. I Regul. Pap. 70(12): 4865-4876 (2023) - 2022
- [j5]Lujie Peng, Junyu Yang, Jianbiao Xiao, Mingxue Yang, Yujiang Wang, Haojie Qin, Xiaorong Li, Jun Zhou:
ULSED: An ultra-lightweight SED model for IoT devices. J. Parallel Distributed Comput. 166: 104-110 (2022) - [j4]Ruixin Mao, Sixu Li, Zhaomin Zhang, Zihan Xia, Jianbiao Xiao, Zixuan Zhu, Jiahao Liu, Weiwei Shan, Liang Chang, Jun Zhou:
An Ultra-Energy-Efficient and High Accuracy ECG Classification Processor With SNN Inference Assisted by On-Chip ANN Learning. IEEE Trans. Biomed. Circuits Syst. 16(5): 832-841 (2022) - [j3]Jianbiao Xiao, Jiahao Liu, Huanqi Yang, Qingsong Liu, Ning Wang, Zhen Zhu, Yulong Chen, Yu Long, Liang Chang, Liang Zhou, Jun Zhou:
ULECGNet: An Ultra-Lightweight End-to-End ECG Classification Neural Network. IEEE J. Biomed. Health Informatics 26(1): 206-217 (2022) - 2021
- [j2]Liang Chang, Chenglong Li, Zhaomin Zhang, Jianbiao Xiao, Qingsong Liu, Zhen Zhu, Weihang Li, Zixuan Zhu, Siqi Yang, Jun Zhou:
Energy-efficient computing-in-memory architecture for AI processor: device, circuit, architecture perspective. Sci. China Inf. Sci. 64(6) (2021) - [j1]Sixu Li, Zhaomin Zhang, Ruixin Mao, Jianbiao Xiao, Liang Chang, Jun Zhou:
A Fast and Energy-Efficient SNN Processor With Adaptive Clock/Event-Driven Computation Scheme and Online Learning. IEEE Trans. Circuits Syst. I Regul. Pap. 68(4): 1543-1552 (2021)
Conference and Workshop Papers
- 2024
- [c5]Jianbiao Xiao, Xuhui Zhang, Shijian Zhu, Zhengwei Yang, Meng Du, Chunsheng Ji, Yu Long, Xiao Chen, Xiaoyu Miao, Liang Zhou, Liang Chang, Shanshan Liu, Jun Zhou:
14.8 KASP: A 96.8% 10-Keyword Accuracy and 1.68μJ/Classification Keyword Spotting and Speaker Verification Processor Using Adaptive Beamforming and Progressive Wake-Up. ISSCC 2024: 268-270 - 2022
- [c4]Jiahao Liu, Jianbiao Xiao, Jiajing Fan, Qingsong Liu, Zixuan Zhu, Sixu Li, Zhaomin Zhang, Siqi Yang, Weiwei Shan, Shuisheng Lin, Liang Chang, Liang Zhou, Jun Zhou:
An Energy-Efficient Cardiac Arrhythmia Classification Processor using Heartbeat Difference based Classification and Event-Driven Neural Network Computation with Adaptive Wake-Up. CICC 2022: 1-2 - [c3]Jiahao Liu, Zirui Zhong, Yong Zhou, Hui Qiu, Jianbiao Xiao, Jiajing Fan, Zhaomin Zhang, Sixu Li, Yiming Xu, Siqi Yang, Weiwei Shan, Shuisheng Lin, Liang Chang, Jun Zhou:
An energy-efficient seizure detection processor using event-driven multi-stage CNN classification and segmented data processing with adaptive channel selection. DAC 2022: 217-222 - 2021
- [c2]Jiahao Liu, Zhen Zhu, Yong Zhou, Ning Wang, Guanghai Dai, Qingsong Liu, Jianbiao Xiao, Yuxiang Xie, Zirui Zhong, Hongduo Liu, Liang Chang, Jun Zhou:
4.5 BioAIP: A Reconfigurable Biomedical AI Processor with Adaptive Learning for Versatile Intelligent Health Monitoring. ISSCC 2021: 62-64 - 2020
- [c1]Liang Chang, Siqi Yang, Jiahao Liu, Jianbiao Xiao, Jun Zhou:
Scalability Analysis and Modeling of XPoint-based MRAM. ISOCC 2020: 205-206
Coauthor Index
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