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2020 – today
- 2024
[j10]He Xiao
, Dirui Xie, Xiaofang Hu, Yue Zhou, Guangdong Zhou, Shukai Duan:
Brain-Inspired Recognition System Based on Multimodal In-Memory Computing Framework for Edge AI. IEEE Trans. Circuits Syst. I Regul. Pap. 71(5): 2294-2307 (2024)- [j9]Dirui Xie, He Xiao, Xiaofang Hu, Yue Zhou, Guangdong Zhou, Shukai Duan:
Neuromorphic Vision Restoration Network for Advanced Driver Assistance System. IEEE Trans. Consumer Electron. 70(1): 3658-3668 (2024) - [j8]Xiaoyue Ji, Zhekang Dong, Guangdong Zhou, Chun Sing Lai, Donglian Qi:
MLG-NCS: Multimodal Local-Global Neuromorphic Computing System for Affective Video Content Analysis. IEEE Trans. Syst. Man Cybern. Syst. 54(8): 5137-5149 (2024) - 2023
- [j7]Zhekang Dong, Xiaoyue Ji, Chun Sing Lai, Donglian Qi, Guangdong Zhou, Loi Lei Lai:
Memristor-Based Hierarchical Attention Network for Multimodal Affective Computing in Mental Health Monitoring. IEEE Consumer Electron. Mag. 12(4): 94-106 (2023) - [j6]Jing Su, Jiale Lu, Fan Sun, Guangdong Zhou, Shukai Duan, Xiaofang Hu:
Efficient Neuromorphic Reservoir Computing Using Optoelectronic Memristors for Multivariate Time Series Classification. Int. J. Bifurc. Chaos 33(6): 2350076:1-2350076:11 (2023) - [j5]Xiaoyue Ji, Zhekang Dong, Yifeng Han, Chun Sing Lai, Guangdong Zhou, Donglian Qi:
EMSN: An Energy-Efficient Memristive Sequencer Network for Human Emotion Classification in Mental Health Monitoring. IEEE Trans. Consumer Electron. 69(4): 1005-1016 (2023) - 2022
- [j4]Jie Li, Guangdong Zhou, Yingying Li, Jiahao Chen, Yuan Ge, Yan Mo, Yuanlei Yang, Xicong Qian, Wenwu Jiang, Hongbo Liu, Mingjian Guo, Lidan Wang, Shukai Duan:
Reduction 93.7% time and power consumption using a memristor-based imprecise gradient update algorithm. Artif. Intell. Rev. 55(1): 657-677 (2022) - [c1]Xiaoming Zhang, Desheng Zhou, Guangdong Zhou, Wenbin Cao, Mingkai Wang, Chao Wang, Hongtao Li:
Research on auxiliary decision-making of power grid fault recovery based on generative adversarial imitation learning. RICAI 2022: 1140-1145 - 2021
- [j3]Xiaoyue Ji, Donglian Qi, Zhekang Dong, Chun Sing Lai, Guangdong Zhou, Xiaofang Hu:
TSSM: Three-State Switchable Memristor Model Based on Ag/TiOx Nanobelt/Ti Configuration. Int. J. Bifurc. Chaos 31(7): 2130020:1-2130020:18 (2021) - [j2]Lin Zhang, Xiaofang Hu, Yue Zhou, Guangdong Zhou, Shukai Duan:
Memristive DeepLab: A hardware friendly deep CNN for semantic segmentation. Neurocomputing 451: 181-191 (2021) - [j1]Yue Zhou, Xiaofang Hu, Lidan Wang, Guangdong Zhou, Shukai Duan:
QuantBayes: Weight Optimization for Memristive Neural Networks via Quantization-Aware Bayesian Inference. IEEE Trans. Circuits Syst. I Regul. Pap. 68(12): 4851-4861 (2021)
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