Jane E Huggins

 portrait of Jane E Huggins
Research Associate Professor, Physical Medicine and Rehabilitation, Medical School
Research Associate Professor, Biomedical Engineering, College of Engineering
325 East Eisenhower Parkway
Ann Arbor, Michigan 48108
[email protected]
Available to mentor
Jane E Huggins
portrait of Jane E Huggins
Research Associate Professor
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    • Research Overview

    My research focuses on the development of electroencephalogram (EEG)-based brain-computer interfaces (BCIs) into practical clinical tools for use by people with physical impairments. Barriers to clinical use include signal processing challenges, selection of tasks for BCI operation, interactions between BCIs and different conditions causing impairments, and technical support issues to troubleshoot in-home BCI use.

    Links
    • UMDBI Lab Webpage

    Recent Publications

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    • Journal Article
      A Flash Group Creation Algorithm for P300 Brain–Computer Interface Integration with Irregular Assistive Technology Keyboard Layouts
      Huggins JE, Biswas P, Huggins JK, Chandel R. Sensors, 2026 Mar 30; 26 (7): 2123 - 2123. DOI:10.3390/s26072123
    • Journal Article
      Individualized electrode subset improves the calibration accuracy of an EEG P300-design brain-computer interface for people with severe cerebral palsy
      Tou SLJ, Warschausky SA, Karlsson P, Huggins JE. Frontiers in Human Neuroscience, 2026 Mar 27; 20: 1720969 DOI:10.3389/fnhum.2026.1720969
    • Journal Article
      A Bayesian reinforcement learning framework for optimizing the BCI-utility of P300 brain-computer interfaces
      Zhao B, Wang Y, Huggins JE, Kang J. The Annals of Applied Statistics, 2026 Mar 21; 20 (1): 744 - 763. DOI:10.1214/25-aoas2080
    • Preprint
      Bayesian Signal Matching for Transfer Learning in ERP-Based Brain Computer Interface
      Ma T, Huggins JE, Kang J. 2024 Jan 18; arXiv, DOI:10.48550/arxiv.2401.07111
    • Journal Article
      Bayesian Signal Matching for Transfer Learning in ERP-Based Brain Computer Interface
      Ma T, Huggins JE, Kang J. Journal of the American Statistical Association, 2025 Jan 1; DOI:10.1080/01621459.2025.2563189
    • Presentation
      Panel Participant: Women and Gender Summer Fellowship Program (WAGSFP) Research Mentor Panel
      2024 Jun 4;
    • Presentation
      Brain-Computer Interfaces for Augmentative and Alternative Communication at the University of Michigan: 2024 Update and Demonstration
      Huggins JE, Colleran K. 2024 May 2;
    • Proceeding / Abstract / Poster
      Brain-Computer Interface Calibration Innovations
      Dighrasker D, Huggins JE. 2024 Apr 24;

    Featured News & Stories
    Department News

    Dr. Jane Huggins interviewed by Digital Tends about brain-computer interfaces

    Dr. Jane Huggins of PM&R was interviewed by Digital Tends about brain-computer interfaces.