Hang Zhang
Email: hang.zhang(at)pku(dot)edu(dot)cn;
Telephone:
Office:52 Haidian Road, Suite 1305,Haidian, Beijing 100080, China
Research Area:
Every life is a series of decisions. Even a bee needs to balance the rewards a flower provides and the uncertainty that it may contain nothing. Following a decision-theoretic approach, I study a wide range of problems in perception, action, and cognition. The central question is: How does the brain represent and compute uncertainty in decision-making? I use psychophysics and computational modeling, and will integrate brain-imaging techniques, to seek an understanding from behavior, to computational algorithm, to neural basis.
Selected Publications:
1. Zhang H, Daw ND, Maloney LT. Testing Whether Humans Have an Accurate Model of Their Own Motor Uncertainty in a Speeded Reaching Task. 2013, PLoS Computational Biology, 9(5).
2. Zhang H, Morvan C, Etezad-Heydari L-A, Maloney LT. Very slow search and reach: Failure to maximize expected gain in an eye-hand coordination task. 2012, PLoS Computational Biology, 8(10).
3. Zhang H, Maloney LT. Ubiquitous log odds: a common representation of probability and frequency distortion in perception, action, and cognition. 2012, Frontiers in Neuroscience, 6(1).
4. Zhang H, Morvan C, Maloney LT. Gambling in the visual periphery: A conjoint-measurement analysis of human ability to judge visual uncertainty. 2010, PLoS Computational Biology, 6(12).
5. Maloney LT, Zhang H. Decision-theoretic models of visual perception and action. 2010, Vision Research, 50(23).