柳昀哲

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。

实验室长期招聘心理学、计算机科学等研究方向的科研助理，欢迎有志于计算认知神经科学的硕士（本科生）加入本课题组，工作优秀者有组内转博或推荐海外课题组交流学习的机会。

2021    神经影像技术，青年研究员奖，伦敦大学学院

2020    神经科学，青年研究员奖，伦敦大学学院

2020    Jon Driver 奖，伦敦大学学院

2019    国家优秀自费留学生奖学金

SELECTED PUBLICATIONS (^# co-first; * corresponding author)

For full publications, please see: https://scholar.google.co.uk/citations?user=JTvHJzUAAAAJ

For accompanying code and model, please see: https://github.com/YunzheLiu

1. Liu, Y.*, Nour, M., Schuck, N., Behrens, T. E., Dolan, R. J. (2022) Decoding cognition from spontaneous neural activity. Nature Reviews Neuroscience, 1-11

2. Liu, Y.*, Dolan, R. J., Higgins, C., Penagos, H., Woolrich, M., ￓlafsd￳ttir, 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.

3. Liu, Y.*, Mattar, M., Behrens, T. E., Daw, N., Dolan, R.J. (2021) Experience replay is associated with efficient nonlocal learning. Science, 372(6544).

4. Nour, M. ^#, Liu, Y. ^#, Arumuham, A., Kurth-Nelson, Z., Dolan, R. (2021) Impaired neural replay of inferred relational structure in schizophrenia. Cell

5. 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.

6. 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.

7. 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.

8. Liu, Y.*, Dolan, R. J., Kurth-Nelson, Z., Behrens, T. E. (2019) Human replay spontaneously reorganises experience. Cell, 178(3), 640-652.

9. 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.

10. 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.