Understanding how primates recognize faces using advanced computer models
Revealing the mechanisms of primate face recognition with synthetic stimulus sets optimized to compare computational models
['FUNDING_OTHER'] · COLUMBIA UNIV NEW YORK MORNINGSIDE · NIH-10524626
This study is exploring how primates recognize faces by using computer models and specially designed face images, helping us learn more about how our brains work and how we can improve artificial intelligence in recognizing faces.
Quick facts
| Phase | ['FUNDING_OTHER'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | COLUMBIA UNIV NEW YORK MORNINGSIDE (nih funded) |
| Locations | 1 site (NEW YORK, UNITED STATES) |
| Trial ID | NIH-10524626 on ClinicalTrials.gov |
What this research studies
This research investigates the mechanisms behind face recognition in primates by utilizing advanced neural network models and synthetic face stimuli. The project aims to create controversial stimuli that challenge existing computational models, allowing researchers to better understand how the brain processes faces. By linking theoretical models with experimental data, the study seeks to enhance our knowledge of both neuroscience and artificial intelligence in the context of face recognition. This collaborative effort combines expertise in computational modeling and neurophysiology to explore the intricacies of face recognition.
Who could benefit from this research
Good fit: Ideal candidates for participation or benefit from this research would include individuals with psychiatric disorders that affect social cognition and face recognition.
Not a fit: Patients who do not have any mental health disorders or face recognition difficulties may not receive direct benefits from this research.
Why it matters
Potential benefit: If successful, this research could lead to improved understanding and treatment of mental health disorders related to face recognition and social interactions.
How similar studies have performed: Previous research has shown success in using computational models to understand neural mechanisms, making this approach promising yet innovative in the specific context of face recognition.
Where this research is happening
NEW YORK, UNITED STATES
- COLUMBIA UNIV NEW YORK MORNINGSIDE — NEW YORK, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: KRIEGESKORTE, NIKOLAUS — COLUMBIA UNIV NEW YORK MORNINGSIDE
- Study coordinator: KRIEGESKORTE, NIKOLAUS
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.
Conditions: Mental disorders, Mental health disorders, Psychiatric Disease