Projects per year
Personal profile
Other responsibilities
Dr. Zhang is an IEEE senior member (EMBS, RAS, and SMC) and an IFESS lifetime member. He was a board member of IFESS, a youth commission member of ISBE. He serves in 3 technical committees in societies of EMBS and SMC. He is an associate editor (or editorial board member) of 5 journals: IEEE Access, IEEE Transactions on Medical Robotics and Bionics, IEEE Transactions on Neural Systems & Rehabilitation, Frontiers in Neuroscience, and Frontiers in Neurorobotics.
Research interests
His research interests include Rehabilitation Robotics, Neural Technologies, Brain-Computer Interfaces, and Robotic Exoskeletons.
Teaching interests
Control Engineering, Computational Intelligence, Robotics
Willing to supervise doctoral students
Welcome to pursue PhD under my supervision in my research area.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Keywords
- Rehabilitation Robots
- Robotic Exoskeletons
- Human-Machine Interfaces
- Brain-Computer Interfaces
- EMG/EEG
- Electrical Stimulation
- Neural Technologies
- Biomechatronics
- Neuroprosthesis
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 2 Finished
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New Horizons 21 - Decoding Speech using Invasive Brain-Computer Interfaces based on Intracranial Brain Signals (dSPEECH)
Zhang, D. (PI)
Engineering and Physical Sciences Research Council
1/01/23 → 31/12/24
Project: Research council
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An EarSwitch Controlled Exoskeleton for Stroke Rehab
Metcalfe, B. (PI), Clarke, C. (CoI) & Zhang, D. (CoI)
National Institute for Health Research
1/03/22 → 31/10/22
Project: Central government, health and local authorities
Research output
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Advancement in Graph Neural Networks for EEG Signal Analysis and Application: A Review
Atoar Rahman, S. M., Ibrahim Khalil, M., Zhou, H., Guo, Y., Ding, Z., Gao, X. & Zhang, D., 7 Mar 2025, In: IEEE Access. 13, p. 50167-50187 21 p.Research output: Contribution to journal › Review article › peer-review
Open Access -
Effects of Different Preprocessing Pipelines on Motor Imagery-Based Brain-Computer Interfaces
Gao, X., Gui, K., Wu, X., Metcalfe, B. & Zhang, D., 22 Jan 2025, (E-pub ahead of print) In: IEEE Journal of Biomedical and Health Informatics. 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Multilevel Assessment of Exercise Fatigue Utilizing Multiple Attention and Convolution Network (MACNet) based on Surface Electromyography
Zhang, G., Yang, B., Zan, P. & Zhang, D., 31 Jan 2025, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 33, p. 243-254Research output: Contribution to journal › Article › peer-review
Open Access -
Online Unsupervised Adaptation of Latent Representation for Myoelectric Control during User-Decoder Co-Adaptation
Deng, H., Wei, Z., Hu, X., Zeng, H., Song, A., Zhang, D. & Farina, D., 26 Feb 2025, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 33, p. 1026-1037Research output: Contribution to journal › Article › peer-review
Open Access -
The comfort of temporal interference stimulation on the forearm: computational and psychophysical evaluation
Jabban, L., Routledge, N., Hadjigeorgiou, N., Hoyle, A., Graham-Harper-Cater, J., Zhang, D. & Metcalfe, B. W., 1 Apr 2025, In: Journal of Neural Engineering. 22, 2, 026044.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
- 1 Major conference organising role
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IFESS 2024
Metcalfe, B. (Chair) & Zhang, D. (Chair)
Sept 2024Activity: Academic conferences and events (excluding conference publications) › Major conference organising role