研究领域
张航实验室(“计算与决策实验室”)使用行为实验、计算建模和无创脑成像技术研究人类的感知觉和认知系统中的各种决策问题,在心理学、认知神经科学、统计决策理论和经济决策之间建立桥梁。我们关注不同领域的判断和决策背后普适的神经计算原理,结合计算建模和脑成像来破解脑中的运算。
近期论文
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Ren, X, Luo H*, Zhang H* (2021) Automatic and fast encoding of representational uncertainty underlies the distortion of relative frequency. Journal of Neuroscience.
Zhang H*, Ren X, Maloney LT (2020) The bounded rationality of probability distortion. Proceedings of the National Academy of Sciences. 117(36), 22024-22034.
Wang M, Huang Y, Luo H, Zhang H* (2020) Sustained visual priming effects can emerge from attentional oscillation and temporal expectation. Journal of Neuroscience. 40(18):3657–3674.
Lu H, Yi L*, Zhang H* (2019) Autistic traits influence the strategic diversity of information sampling: insights from two-stage decision models. PLoS Computational Biology, 15(12): e1006964.
Sun J, Li J*, Zhang H* (2019) Human representation of multimodal distributions as clusters of samples. PLoS Computational Biology, 15(5): e1007047.
Zhang H*, Daw ND, Maloney LT (2015) Human representation of visuo-motor uncertainty as mixtures of orthogonal basis distributions. Nature Neuroscience, 18, 1152-1158.
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).