Understanding how brain networks control behavior and emotions
Official title: Novel neural network models of multiscale brain network dynamics and behavior with real-time inference and control capability
Funded at University of Southern California · NIH-10757282 · Data updated 2026-11-12
This study is exploring how different parts of the brain work together to control our movements, thoughts, and feelings, with the goal of improving treatments for brain disorders by using advanced technology to better understand brain activity in everyday situations.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Southern California NIH-funded |
| Lab location | 1 site (Los Angeles, UNITED STATES) |
| Project start | September 30, 2024 |
| Project end | September 29, 2027 |
| Funding year | 2024 |
| Award (this year) | $1,080,885 |
| NIH project number | 1RF1DA056402-01A1 |
| Project ID | NIH-10757282 on NIH RePORTER |
Who could benefit from this research
✓Could help
Ideal candidates for this research are individuals with neurological or psychiatric conditions that affect brain function and behavior.
✕Less likely to help
Patients with stable, non-neurological conditions or those not experiencing cognitive or emotional disturbances may not benefit from this research.
What this research studies
This research investigates the dynamics of brain networks that influence our motor, cognitive, and emotional functions. By developing advanced neural network models, the project aims to capture the complex, nonlinear interactions within large populations of neurons. The approach includes real-time inference and closed-loop control capabilities, allowing for more accurate predictions and interventions in brain activity. This could lead to better understanding and treatment of brain disorders by enabling researchers to study naturalistic behaviors in real-world settings.
Why it matters
Potential benefit: If successful, this research could lead to improved treatments for various brain disorders by enhancing our understanding of brain dynamics and behavior control.
How similar studies have gone: Previous research has shown promise in using advanced neural network models for understanding brain dynamics, indicating that this approach could yield significant insights.
Where this research is happening
-
University of Southern California
Los Angeles, United States Active
Researchers
- Principal investigator: Shanechi, Maryam — University of Southern California
- Study coordinator: Shanechi, Maryam
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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.