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Journal Articles
- 2023
[j11]Wendong Zheng
, Putian Zhao, Gang Chen, Huihui Zhou, Yonghong Tian:
A Hybrid Spiking Neurons Embedded LSTM Network for Multivariate Time Series Learning Under Concept-Drift Environment. IEEE Trans. Knowl. Data Eng. 35(7): 6561-6574 (2023)- [j10]Wendong Zheng, Jun Hu:
Multivariate Time Series Prediction Based on Temporal Change Information Learning Method. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7034-7048 (2023) - 2022
- [j9]Wendong Zheng, Gang Chen:
An Accurate GRU-Based Power Time-Series Prediction Approach With Selective State Updating and Stochastic Optimization. IEEE Trans. Cybern. 52(12): 13902-13914 (2022) - 2021
- [j8]Wendong Zheng, Huaping Liu, Fuchun Sun:
Lifelong Visual-Tactile Cross-Modal Learning for Robotic Material Perception. IEEE Trans. Neural Networks Learn. Syst. 32(3): 1192-1203 (2021) - 2020
- [j7]Jun Hu, Wendong Zheng:
Multistage attention network for multivariate time series prediction. Neurocomputing 383: 122-137 (2020) - [j6]Jun Hu, Wendong Zheng:
A deep learning model to effectively capture mutation information in multivariate time series prediction. Knowl. Based Syst. 203: 106139 (2020) - [j5]Wendong Zheng, Huaping Liu, Bowen Wang, Fuchun Sun:
Cross-modal learning for material perception using deep extreme learning machine. Int. J. Mach. Learn. Cybern. 11(4): 813-823 (2020) - [j4]Wendong Zheng, Huaping Liu, Bowen Wang, Fuchun Sun:
Cross-Modal Material Perception for Novel Objects: A Deep Adversarial Learning Method. IEEE Trans Autom. Sci. Eng. 17(2): 697-707 (2020) - 2019
- [j3]Jun Hu, Wendong Zheng:
An Adaptive Optimization Algorithm Based on Hybrid Power and Multidimensional Update Strategy. IEEE Access 7: 19355-19369 (2019) - [j2]Wendong Zheng, Huaping Liu, Bowen Wang, Fuchun Sun:
Online weakly paired similarity learning for surface material retrieval. Ind. Robot 46(3): 396-403 (2019) - [j1]Wendong Zheng, Huaping Liu, Bowen Wang, Fuchun Sun:
Cross-Modal Surface Material Retrieval Using Discriminant Adversarial Learning. IEEE Trans. Ind. Informatics 15(9): 4978-4987 (2019)
Conference and Workshop Papers
- 2024
- [c5]Wendong Zheng, Kun Liu, Di Guo, Wuqiang Yang, Jun Zhu, Huaping Liu:
A Large-area Tactile Sensor for Distributed Force Sensing Using Highly Sensitive Piezoresistive Sponge. ICRA 2024: 1063-1069 - 2023
- [c4]Wendong Zheng, Yu Zhou, Gang Chen, Zonghua Gu, Kai Huang:
Towards Effective Training of Robust Spiking Recurrent Neural Networks Under General Input Noise via Provable Analysis. ICCAD 2023: 1-9 - [c3]Wendong Zheng, Huaping Liu, Di Guo, Wuqiang Yang:
Adaptive Optimal Electrical Resistance Tomography for Large-Area Tactile Sensing. ICRA 2023: 10338-10344 - 2021
- [c2]Wendong Zheng, Putian Zhao, Kai Huang, Gang Chen:
Understanding the Property of Long Term Memory for the LSTM with Attention Mechanism. CIKM 2021: 2708-2717 - 2019
- [c1]Jun Hu, Wendong Zheng:
Transformation-gated LSTM: efficient capture of short-term mutation dependencies for multivariate time series prediction tasks. IJCNN 2019: 1-8
Coauthor Index
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