Understanding how organisms navigate using sensory information
Building a Complete, Predictive, Data-Driven Model of Action Selection During Olfactory Navigation: Diversity Supplement for Postbaccalaureate Training
This study looks at how tiny fruit fly larvae use their senses to find food, even when the information they get is a bit messy or unclear, and it could help us learn more about how living things and robots make choices.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of California Santa Barbara NIH-funded |
| Lab location | 1 site (Santa Barbara, United States) |
| Project ID | NIH-10987614 on NIH RePORTER |
What this research studies
This research investigates how living organisms, specifically the Drosophila melanogaster larva, use noisy and incomplete sensory information to make decisions during navigation. By creating a data-driven model, the researchers aim to understand the mechanisms behind action selection when navigating towards food odors. The study employs advanced techniques such as tracking larval movement and manipulating behavior in real-time using optogenetics. The findings could enhance our understanding of decision-making processes in both biological systems and autonomous machines.
Who could benefit from this research
Good fit: Ideal candidates for participation or benefit from this research would include individuals interested in the mechanisms of navigation and decision-making in biological systems.
Not a fit: Patients with conditions unrelated to sensory processing or navigation may not receive any benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to improved decision-making models for both living organisms and artificial intelligence systems.
How similar studies have performed: Other research has shown success in understanding sensory processing and navigation in simpler organisms, making this approach both innovative and grounded in prior findings.
Where this research is happening
Santa Barbara, United States
- University of California Santa Barbara — Santa Barbara, United States (Active)
Researchers
- Principal investigator: Louis, Matthieu R. P. J. C. G. — University of California Santa Barbara
- Study coordinator: Louis, Matthieu R. P. J. C. G.
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.