柳昀哲 - 北京师范大学 - 认知神经科学与学习国家重点实验室

个人简介

教育经历 2016 -2020 博士计算神经科学伦敦大学学院（UCL） 2013 -2016 硕士认知神经科学北京师范大学工作经历 2022.07 - 至今，北京师范大学认知神经科学与学习国家重点实验室，教授 2021 - 至今，北京师范大学 & 北京脑科学与类脑研究中心，研究员 2020 - 2021，牛津大学，博士后

研究领域

从具体经验中抽象出事物间的关系（即认知地图, cognitive map），从而做到举一反三是人类智能的重要标志。当前的人工智能算法仍难以做到人类水平的强推理和灵活迁移。柳昀哲实验室致力于解析人类高级智能行为的计算和神经机制。目前主要关注认知地图的形成和发展。基于跨物种的认知原理机制解析，同时利用无创神经成像（M/EEG, fMRI）和侵入性电生理技术（iEEG, ePhys），柳昀哲实验室致力于开发新型的神经编解码模型和脑机接口，为脑疾病和精神疾病的诊疗与调控提供新的手段。

近期论文

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Liu, Y.*, Nour, M., Schuck, N., Behrens, T. E., Dolan, R. J. (2022) Decoding cognition from spontaneous neural activity. Nature Reviews Neuroscience, 23, 204–214. Liu, Y.*, Dolan, R. J., Higgins, C., Penagos, H., Woolrich, M., ólafsdóttir, H. F., Barry, C., Kurth-Nelson, Z., Behrens, T. E. (2021) Temporally delayed linear modelling (TDLM) measures replay in both animals and humans. eLife, 10: e66917. Liu, Y.*, Mattar, M., Behrens, T. E., Daw, N., Dolan, R.J. (2021) Experience replay is associated with efficient nonlocal learning. Science, 372(6544). Nour, M. #, Liu, Y. #, Arumuham, A., Kurth-Nelson, Z., Dolan, R. (2021) Impaired neural replay of inferred relational structure in schizophrenia. Cell, 184(16), 4315-4328. Wise, T. #, Liu, Y. #, Chowdhury, F., & Dolan, R. J. (2021). Model-based aversive learning in humans is supported by preferential task state reactivation. Science Advances, eabf9616. Higgins, C. #, Liu, Y.#, Vidaurre, D, Kurth-Nelson, Z., Dolan, R. J., Behrens, T. E., Woolrich, M (2021) Replay bursts coincide with activation of the default mode and parietal alpha network. Neuron, 109(5), 882-893. Wimmer, G. E. #, Liu, Y. #, Vehar, N., Behrens, T. E., Dolan, R. J. (2020) Episodic memory retrieval success is associated with rapid replay of episode content. Nature Neuroscience, 1-9. Liu, Y.*, Dolan, R. J., Kurth-Nelson, Z., Behrens, T. E. (2019) Human replay spontaneously reorganises experience. Cell, 178(3), 640-652. Liu, Y., Lin, W., Li, W., Wang, X., Pan, X., Yan, X., Rutledge, R. Ma, Y. (2019) Oxytocin modulates social value representations in the amygdala. Nature Neuroscience, 22(4), 633. Liu, Y., Lin, W., Liu, C., Wu, J., Luo, Y., Bayley, P., Qin, S. (2016) Memory consolidation reconfigures neural pathways involved in the suppression of emotional memories. Nature Communications, 7, 13375.