Personal profile
Research interests
Bi-directional neural-machine interface, neural rehabilitation, control of biological and bionic hands, assistive technologies, and health monitoring
URL
https://sites.psu.edu/nml1/
External positions
Physical Medicine & Rehabilitation, Penn State Hershey College of Medicine
Aug 15 2022 → …
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):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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NSF-FR: Bidirectional Neural-Machine Interface for Closed-Loop Control of Prostheses
Hu, X. (PI) & Rls45@psuedu, R. L. S. (CoPI)
9/15/23 → 8/31/28
Project: Research project
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NCS-FO: Functional and neural mechanisms of integrating multiple artificial somatosensory feedback signals in prosthesis control
Hu, X. (PI)
5/1/23 → 6/30/26
Project: Research project
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HCC: Medium: A novel neural interface for user-driven control of rehabilitation of finger individuation
Hu, X. (PI)
10/1/22 → 11/30/26
Project: Research project
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CAREER: Robust Decoding of Neural Command for Real Time Human Machine Interactions
Hu, X. (PI)
10/1/22 → 8/31/25
Project: Research project
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HCC: Medium: A novel neural interface for user-driven control of rehabilitation of finger individuation
Hu, X. (PI) & Katesaul@gmailcom, K. R. S. (CoPI)
10/1/21 → 8/31/23
Project: Research project
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Direct Learning of Neuronal Firing Representations for Long-Term Motor Intent Predictions
Meng, L. & Hu, X., 2026, In: IEEE Transactions on Artificial Intelligence. 7, 3, p. 1379-1389 11 p.Research output: Contribution to journal › Article › peer-review
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Minimizing Sensory Habituation in Nerve Stimulation Through Strategic Temporal Stimulation Patterns
Coltman, S. K. & Hu, X., 2026, In: IEEE Journal of Biomedical and Health Informatics. 30, 3, p. 2646-2655 10 p.Research output: Contribution to journal › Article › peer-review
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Motor unit-driven decoders for long-term motion intention: Effects of training strategies
Meng, L. & Hu, X., Apr 1 2026, In: Biomedical Signal Processing and Control. 114, 109310.Research output: Contribution to journal › Article › peer-review
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Reliability of individual finger force prediction from electromyographic signals recorded from surface arrays: implications for assistive device use
Roy, R., Sprague, A. H., Shahrooei, A., Hu, X. & Kamper, D., Mar 13 2026, In: Journal of neural engineering. 23, 2Research output: Contribution to journal › Article › peer-review
Open Access -
Spinal Excitability Mediates Reflex-Evoked Force in Intrinsic Versus Extrinsic Finger Muscles
Coltman, S. K., Vargas, L. & Hu, X., 2026, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 34, p. 607-616 10 p.Research output: Contribution to journal › Article › peer-review
Open Access