Using smart computer programs to understand how the brain controls movement
Interpretable machine learning for understanding the neural control of movement
This work uses advanced computer programs to better understand how our brains tell our bodies to move, which could help people with movement difficulties.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Northwestern University NIH-funded |
| Lab location | 1 site (Chicago, United States) |
| Project ID | NIH-11089604 on NIH RePORTER |
What this research studies
Our brains are incredibly complex, and understanding how they control movement is a big challenge. This project aims to create new computer methods that can not only predict brain activity but also explain how those predictions relate to the brain's structure and function. By working closely with scientists who conduct experiments, these methods will help us learn how the spinal cord and brain work together to control muscles during various movements. This deeper understanding could lead to new ways to help people regain movement.
Who could benefit from this research
Good fit: This foundational work is for patients who might benefit from future advancements in brain-computer interfaces or treatments for neurological disorders affecting movement.
Not a fit: Patients seeking immediate clinical interventions or direct participation in a treatment trial would not find direct benefit from this basic science project.
Why it matters
Potential benefit: If successful, this work could improve brain-computer interfaces for individuals with motor impairments and offer insights into neurological disorders that affect brain communication.
How similar studies have performed: This project develops novel interpretable machine learning methods, building on existing machine learning capabilities but applying them in new ways to neuroscience.
Where this research is happening
Chicago, United States
- Northwestern University — Chicago, United States (Active)
Researchers
- Principal investigator: Glaser, Joshua I — Northwestern University
- Study coordinator: Glaser, Joshua I
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.