Junpei Zhong

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 56

Top Venues

University of Hamburg (PHD)

Education History

University of Hamburg

PHD

Publications

Jiancong Ye, Mengxuan Wang, Junpei Zhong, Hongjie Jiang
A review on devices and learning techniques in domestic intelligent environment. J. Ambient Intell. Humaniz. Comput. 15 (4) (2024)
Junpei Zhong, Ran Dong, Soichiro Ikuno, Yanan Li, Chenguang Yang
Guest Editorial Special Issue on Movement Sciences in Cognitive Systems. IEEE Trans. Cogn. Dev. Syst. 16 (2) (2024)
King Tai Henry Au-Yeung, William Wai Lam Chan, Kwan Yin Brian Chan, Hongjie Jiang, Junpei Zhong
A Pilot Study on the Comparison of Prefrontal Cortex Activities of Robotic Therapies on Elderly with Mild Cognitive Impairment. CoRR (2024)
Xin Zhou, Jiancong Ye, Can Wang, Junpei Zhong, Xinyu Wu
Time-frequency feature transform suite for deep learning-based gesture recognition using sEMG signals. Robotica 41 (2) (2023)
Sin Tung Chan, Chui Yi Chan, Sum Yee Chan, Jingqiang Zeng, Junpei Zhong
A pilot study on factors of social attributes in desktop-size interactive robots. RO-MAN (2023)
Mingjun Dai, Yonghao Kong, Junpei Zhong, Shengli Zhang, Hui Wang
A Fully Distributed Training for Class Incremental Learning in Multihead Networks. INFOCOM Workshops (2023)
Dehua Gao, Kai Wu, Jiaquan Li, Junpei Zhong, Huan Zhao
Experimental Study on the Effect of Singularity on the Stiffness Modelling of Industrial Robots. ICMRE (2023)
Chaofan Ling, Weihua Li, Junpei Zhong
Analyzing and Improving the Pyramidal Predictive Network for Future Video Frame Prediction. CoRR (2023)
Jiancong Ye, Hongjie Jiang, Junpei Zhong
A Graph-Attention-Based Method for Single-Resident Daily Activity Recognition in Smart Homes. Sensors 23 (3) (2023)
Abdallah Naser, Ahmad Lotfi, Maria Drolence Mwanje, Junpei Zhong
Privacy-Preserving, Thermal Vision With Human in the Loop Fall Detection Alert System. IEEE Trans. Hum. Mach. Syst. 53 (1) (2023)
Chaofan Ling, Weihua Li, Jingqiang Zeng, Junpei Zhong
Combined Deterministic and Stochastic Streams for Visual Prediction Using Predictive Coding. ICDL (2023)
Chaofan Ling, Junpei Zhong, Weihua Li
Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for Video Prediction. CoRR (2022)
Junpei Zhong, Jie Li, Ahmad Lotfi, Peidong Liang, Chenguang Yang
An incremental cross-modal transfer learning method for gesture interaction. Robotics Auton. Syst. 155 (2022)
Chaofan Ling, Junpei Zhong, Weihua Li
Pyramidal Predictive Network: A Model for Visual-frame Prediction Based on Predictive Coding Theory. CoRR (2022)
Abdallah Naser, Ahmad Lotfi, Junpei Zhong
Contactless sleep quality monitoring through thermal vision. PETRA (2022)
Bi-Xiao Wu, Junpei Zhong, Chenguang Yang
A Visual-Based Gesture Prediction Framework Applied in Social Robots. IEEE CAA J. Autom. Sinica 9 (3) (2022)
Abdallah Naser, Ahmad Lotfi, Junpei Zhong
Multiple Thermal Sensor Array Fusion Toward Enabling Privacy-Preserving Human Monitoring Applications. IEEE Internet Things J. 9 (17) (2022)
Zhenshan Bing, Fei Chen, Rui Li, Junpei Zhong, Qiang Li
Editorial: Biological-Inspired Autonomous Mobile Manipulation: Challenges in Design, Control, and Real-World Applications. Frontiers Neurorobotics 16 (2022)
Hongjie Jiang, Yi Ma, Jiancong Ye, Chaofan Ling, Junpei Zhong
A Machine Learning Enabled Near Infrared Tracking Scheme for Localization of Gastrointestinal Smart Capsule. IEEE Access 10 (2022)
Kaibin Xu, Junpei Zhong, Kristiina Jokinen
It is Time to Laugh: Discovering Specific Contexts for Laughter with Attention Mechanism. ICISCAE (IEEE) (2021)
Bi-Xiao Wu, Chenguang Yang, Junpei Zhong
Research on Transfer Learning of Vision-based Gesture Recognition. Int. J. Autom. Comput. 18 (3) (2021)
Abdallah Naser, Ahmad Lotfi, Junpei Zhong
A Novel Privacy-Preserving Approach for Physical Distancing Measurement Using Thermal Sensor Array. PETRA (2021)
Libo Zhao, Junpei Zhong
Recurrent Neural Network with Adaptive Gating Timescales Mechanisms for Language and Action Learning. ICONIP (6) (2021)
Xing Li, Junpei Zhong, M. M. Kamruzzaman
Complicated robot activity recognition by quality-aware deep reinforcement learning. Future Gener. Comput. Syst. 117 (2021)
Ran Dong, Yangfei Lin, Qiong Chang, Junpei Zhong, DongSheng Cai, Soichiro Ikuno
Motion Feature Extraction and Stylization for Character Animation using Hilbert-Huang Transform. ICEA (2021)
Nicolás Navarro-Guerrero, Sao Mai Nguyen, Erhan Öztop, Junpei Zhong
Guest Editorial Special Issue on Continual Unsupervised Sensorimotor Learning. IEEE Trans. Cogn. Dev. Syst. 13 (2) (2021)
Kristiina Jokinen, Junpei Zhong
Learning Co-Occurrence of Laughter and Topics in Conversational Interactions. SMC (2020)
Junpei Zhong, Angelo Cangelosi, Stefan Wermter
Towards a self-organizing pre-symbolic neural model representing sensorimotor primitives. CoRR (2020)
Abdallah Naser, Ahmad Lotfi, Junpei Zhong, Jun He
Heat-Map Based Occupancy Estimation Using Adaptive Boosting. FUZZ-IEEE (2020)
Xing Li, Junpei Zhong
Upper Limb Rehabilitation Robot System Based on Internet of Things Remote Control. IEEE Access 8 (2020)
Wenjie Huang, Junpei Zhong, Angelo Cangelosi
Multiple Timescale and Gated Mechanisms for Action and Language Learning in Robotics. IJCNN (2020)
Abdallah Naser, Ahmad Lotfi, Junpei Zhong, Jun He
Human activity of daily living recognition in presence of an animal pet using thermal sensor array. PETRA (2020)
Jie Li, Junpei Zhong, Jingfeng Yang, Chenguang Yang
An Incremental Learning Framework to Enhance Teaching by Demonstration Based on Multimodal Sensor Fusion. Frontiers Neurorobotics 14 (2020)
Junpei Zhong, Yanan Li
Toward Human-in-the-Loop PID Control Based on CACLA Reinforcement Learning. ICIRA (3) (2019)
Chao Zeng, Chenguang Yang, Junpei Zhong, Jianwei Zhang
Encoding Multiple Sensor Data for Robotic Learning Skills From Multimodal Demonstration. IEEE Access 7 (2019)
Junpei Zhong, Ting Han, Ahmad Lotfi, Angelo Cangelosi, Xiaofeng Liu
Bridging the Gap between Robotic Applications and Computational Intelligence in Domestic Robotics. SSCI (2019)
Chenguang Yang, Zhaojie Ju, Xiaofeng Liu, Junpei Zhong, Andy S. K. Annamalai
Control Design for Systems Operating in Complex Environments. Complex. 2019 (2019)
Yanan Li, Xiaodong Zhou, Junpei Zhong, Xuefang Li
Robotic Impedance Learning for Robot-Assisted Physical Training. Frontiers Robotics AI 6 (2019)
Junpei Zhong, Tetsuya Ogata, Angelo Cangelosi, Chenguang Yang
Disentanglement in conceptual space during sensorimotor interaction. Cogn. Comput. Syst. 1 (4) (2019)
Junpei Zhong, Chenguang Yang
A Compositionality Assembled Model for Learning and Recognizing Emotion from Bodily Expression. ICARM (2019)
Junpei Zhong, Martin Peniak, Jun Tani, Tetsuya Ogata, Angelo Cangelosi
Sensorimotor input as a language generalisation tool: a neurorobotics model for generation and generalisation of noun-verb combinations with sensorimotor inputs. Auton. Robots 43 (5) (2019)
Junpei Zhong, Tetsuya Ogata, Angelo Cangelosi
Encoding Longer-term Contextual Multi-modal Information in a Predictive Coding Model. CoRR (2018)
Yang Xu, Chenguang Yang, Junpei Zhong, Ning Wang, Lijun Zhao
Robot teaching by teleoperation based on visual interaction and extreme learning machine. Neurocomputing 275 (2018)
Junpei Zhong, Angelo Cangelosi, Xinzheng Zhang, Tetsuya Ogata
AFA-PredNet: The Action Modulation Within Predictive Coding. IJCNN (2018)
Junpei Zhong, Angelo Cangelosi, Xinzheng Zhang, Tetsuya Ogata
AFA-PredNet: The action modulation within predictive coding. CoRR (2018)
Junpei Zhong, Tetsuya Ogata, Angelo Cangelosi
Encoding Longer-term Contextual Sensorimotor Information in a Predictive Coding Model. SSCI (2018)
Chenguang Yang, Jing Na, Guang Li, Yanan Li, Junpei Zhong
Neural Network for Complex Systems: Theory and Applications. Complex. 2018 (2018)
Junpei Zhong, Angelo Cangelosi, Tetsuya Ogata, Xinzheng Zhang
Encoding Longer-Term Contextual Information with Predictive Coding and Ego-Motion. Complex. 2018 (2018)
Xinzheng Zhang, Jianfen Zhang, Junpei Zhong
Skill Learning for Intelligent Robot by Perception-Action Integration: A View from Hierarchical Temporal Memory. Complex. 2017 (2017)
Junpei Zhong, Angelo Cangelosi, Tetsuya Ogata
Toward Abstraction from Multi-modal Data: Empirical Studies on Multiple Time-scale Recurrent Models. CoRR (2017)
Yiming Jiang, Chenguang Yang, Jing Na, Guang Li, Yanan Li, Junpei Zhong
A Brief Review of Neural Networks Based Learning and Control and Their Applications for Robots. Complex. 2017 (2017)
Junpei Zhong, Tetsuya Ogata, Angelo Cangelosi, Chenguang Yang
Understanding natural language sentences with word embedding and multi-modal interaction. ICDL-EPIROB (2017)
Mingjun Dai, Shansong Huang, Junpei Zhong, Chenguang Yang, Shiwei Yang
Influence of noise on transfer learning in Chinese sentiment classification using GRU. ICNC-FSKD (2017)
Junpei Zhong, Angelo Cangelosi, Tetsuya Ogata
Toward abstraction from multi-modal data: Empirical studies on multiple time-scale recurrent models. IJCNN (2017)
Junpei Zhong, Martin Peniak, Jun Tani, Tetsuya Ogata, Angelo Cangelosi
Sensorimotor Input as a Language Generalisation Tool: A Neurorobotics Model for Generation and Generalisation of Noun-Verb Combinations with Sensorimotor Inputs. CoRR (2016)
Junpei Zhong, Rony Novianto, Mingjun Dai, Xinzheng Zhang, Angelo Cangelosi
A Hierarchical Emotion Regulated Sensorimotor Model: Case Studies. CoRR (2016)
Junpei Zhong, Lola Cañamero
From continuous affective space to continuous expression space: Non-verbal behaviour recognition and generation. ICDL-EPIROB (2014)
Junpei Zhong, Cornelius Weber, Stefan Wermter
Learning Features and Predictive Transformation Encoding Based on a Horizontal Product Model. ICANN (1) (2012)
Junpei Zhong, Cornelius Weber, Stefan Wermter
A predictive network architecture for a robust and smooth robot docking behavior. Paladyn J. Behav. Robotics 3 (4) (2012)
Junpei Zhong, Cornelius Weber, Stefan Wermter
Robot Trajectory Prediction and Recognition Based on a Computational Mirror Neurons Model. ICANN (2) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Junpei Zhong