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A Roadmap to Navigate the Future of Neural Engineering.
Warren M Grill1, Cynthia A Chestek2, Yiwen Wang3
1Department of Biomedical Engineering, Duke University, 2138 Campus Drive, Durham, North Carolina, 27708-0187, United States.
Journal of Neural Engineering
|June 5, 2026
Summary
Leaders in neural engineering created a roadmap for the field, covering brain machine interfaces, AI, and neural imaging. This roadmap outlines challenges and necessary advances for future diagnosis and treatment of nervous system disorders.
Area of Science:
- Neural Engineering
- Neuroscience
- Biomedical Engineering
Background:
- The field of neural engineering is rapidly evolving, necessitating strategic planning for future advancements.
- A multidisciplinary group of experts recognized the need for a comprehensive roadmap to guide research and development.
Purpose of the Study:
- To develop a strategic roadmap for the future of neural engineering.
- To identify key themes, current challenges, and future technological needs within the field.
Main Methods:
- Collaborative development of a roadmap by leaders in neural engineering.
- Comprehensive review of diverse topics including brain machine interfaces, neural modeling, AI/ML, neural interfaces, neural imaging, augmented rehabilitation, and neuromaterials.
- Analysis of current status, identification of challenges, and speculation on necessary scientific and technological advances for each topic.
Main Results:
- A roadmap encompassing critical areas of neural engineering has been established.
- Current status, challenges, and future directions for brain machine interfaces, neural modeling, AI/ML, neural interfaces, neural imaging, augmented rehabilitation, and neuromaterials are detailed.
- Key scientific and technological advancements required to address identified challenges have been outlined.
Conclusions:
- Neural engineering is poised to significantly advance the diagnosis and treatment of nervous system disorders.
- The field will provide novel insights into neural function through continued innovation.
- The developed roadmap serves as a guide for future research, development, and application in neural engineering.
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