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Main Menu - Block
- Overview
- Anatomy and Histology
- Cryo-Electron Microscopy
- Electron Microscopy
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- Gene Targeting and Transgenics
- Immortalized Cell Line Culture
- Integrative Imaging
- Invertebrate Shared Resource
- Janelia Experimental Technology
- Mass Spectrometry
- Media Prep
- Molecular Genomics
- Primary & iPS Cell Culture
- Project Pipeline Support
- Project Technical Resources
- Quantitative Genomics
- Scientific Computing Software
- Scientific Computing Systems
- Viral Tools
- Vivarium
I study how the brain solves computational problem efficiently by leveraging statistical and structural regularities of the natural environment. To approach this question, I build normative models of behavior and neural computation.
I am fascinated by how biological systems can solve challenging computational problems with remarkable efficiency. I take a normative approach in my research, thinking about how the brain can best achieve the behavioral goals of animals under various biological constraints. At Janelia, I am collaborating closely with experimental labs, with the aim of developing theories and models for animal behavior in naturalistic environment.
Previously, I received my Ph.D. from the University of Pennsylvania, working with David Brainard and Alan Stocker on computational models of perception, the visual system, and natural scene statistics. I also hold an M.A. in Statistics from Penn. Before that, I got my B.E. in Computer Science, from Southern University of Science and Technology in China.