Ivan Felipe Rodriguez Source Confirmed
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Researcher
John Brown University
unknown
Research Areas
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Biography and Research Information
OverviewAI-generated summary
Ivan Felipe Rodriguez's research focuses on neural dynamics and brain function, particularly regarding visual perception and processing. He investigates face recognition and employs cell image analysis techniques in his work. Rodriguez leverages neural networks and their applications to model human visual processing. His recent work involves aligning deep neural networks with human behavioral decisions, as well as integrating vision and decision-making models using end-to-end trainable recurrent neural networks. He also explores how harmonizing the visual strategies of image-computable models with humans can yield more performant models of primate visual system function.
Metrics
- h-index: 1
- Publications: 4
- Citations: 4
Selected Publications
- RTify: Aligning Deep Neural Networks with Human Behavioral Decisions (2024) DOI
- Integrating vision and decision-making models with end-to-end trainable recurrent neural networks (2024) DOI
- Harmonizing the visual strategies of image-computable models with humans yields more performant and interpretable models of primate visual system function. (2023) DOI
- Deep neural networks face a fundamental trade-off to explain human vision (2022) DOI
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