部分发表文章 (# 共同第一; * 通讯作者)
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. Qu, Y., Ou, J., Pang, L., Wu, S., Luo, Y., Behrens, T., & Liu, Y*. (2026). Development of non-spatial grid-like neural codes tracks inference and intelligence. Cell, 189, 1-16
2. He, L., Wang, X., Zhang, J., Xiao, Z., Hu, X., Schwartenbeck, P., Bakermans, J., Behrens, T., & Liu, Y*. (2026). Human hippocampal ripples coordinate planning sequences and compositional representation in neocortex. Nature Neuroscience, online
3. Zhou, X., Wang, X., Hu, X., Wang, H., Zhang, J., Yu, Q., Xu, J., Xiao, Z., He. L., & Liu, Y*. (2026). Human hippocampal ripples prioritise model-based learning. Neuron, online
4. Chen, Z., Zheng, H., Zhou, J., Zheng, L., Lin, P., Wang, H., Busche, M., Behrens, T., Dolan, R., & Liu, Y*. (2026). Interpreting Human Sleep Activity Through Neural Contrastive Learning. Neuron , online
5. Xiao, Z., Wang, X., Zhang, J., Ou, J., He, L., Qu, Y., Hu, X., Behrens, T., & Liu, Y*. (2025). Human hippocampal ripples predict the alignment of experience to a grid-like schema. Neuron, 113(21), 3661-3672.
6. 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.
7. Liu, Y.*, Mattar, M., Behrens, T. E., Daw, N., Dolan, R.J. (2021) Experience replay is associated with efficient nonlocal learning. Science, 372(6544).
8. Liu, Y.*, Dolan, R. J., Kurth-Nelson, Z., Behrens, T. E. (2019) Human replay spontaneously reorganises experience. Cell, 178(3), 640-652.
9. 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.
10. 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.
