Research Areas:

1. Brain and Cognitive Science;

2. Artificial Intelligence and Application in Mental Diseases

Publications(* indicates the first author is/was a student in my group; corresponding authors are underscored.)

1. Zhang, M.*,Zhou, H., Liu, L., Feng, L., Yang, J., Gang, W., &Zhong, N.(2018). Randomized EEG networks in major depressive disorders with greater resilience and lower rich-club coefficient.Clinical Neurophysiology,129(4):743-758.

2. Li, H.*,Zhou, H., Yang, Y., Yang, X., Wang, H., &Zhong, N. (2018). The change of brain network efficiency in patients with major depressive disorder estimated by intrinsic functional connectivity.Progress in Biochemistry and Biophysics, 45(1): 43-50.

3. Zhou, H., Guo, J., Ma, X., Zhang, M., Liu, L., Feng, L., Yang, J., Wang, Z., Gang, W., &Zhong, N. (2017). Self-reference Emerges Earlier than Emotion during an Implicit Self-referential Emotion Processing Task: Event-related Potential Evidence. Frontiers in Human Neuroscience，DOI: 10.3389/fnhum.2017.00451.

4. Li, H.*,Zhou, H., Yang, Y., Wang, H., & Zhong, N. (2017). More randomized and resilient in the topological properties of functional brain networks in patients with major depressive disorder.Journal of Clinical Neuroscience, 44, 274-278.

5. Li, H.*, Zhong, N., Yang, Y.,Zhou, H., Yang, X., Guo, J., Ma, X. (2016). Atlas-based Analysis of Association Between Cerebral White Matter Fiber Tracts and Arithmetic Ability.Journal of Beijing University of Technology, 42(10), 1565-1571.

6. Guo, J.*, Ma, X., Yang, X., Li, H., Zhong, N., &Zhou, H. (2016). Electroencephalogram complexity analysis based on amplitude-period two-dimensional distribution.Chinese Journal of Medical Physics, 33(6), 633-638.

7. Guo, J.*, Zhong, N., Ma, X., Zhang, M., &Zhou, H. (2016). Sample entropy analysis of electroencephalogram based on the two-dimensional feature of amplitude and period.Acta Physica Sinica, 65(19), 190501.1-9.

8. Guo, J*., Fu, B.,Zhou, H., Feng, Y., Feng, L., Yang, X., Ma, X., Li, H., Wang, G., &Zhong, N. (2016). Prefrontal asymmetry analysis of resting-state EEG in patients with major depressive disorder.Journal of Psychiatry, 29(2), 81-84.

9. Wang, Z., Liu, J.,Zhong, N., Qin, Y.，Zhou, H.，& Li, K. (2012). Changes in the Brain Intrinsic Organization in both On-task State and Post-task Resting State.NeuroImage, 62(1), 394-407.

10. Jin, G., Li, K, Qin, Y., Zhong, N.,Zhou, H., Wang, Z., Xiang, Jie, Hu, Y., Wang, M., & Zeng, Q. (2012). fMRI Study in Posterior Cingulate and Adjacent precuneus Cortex in Healthy Elderly Adults Using Problem Solving Task.Journal of the Neurological Sciences, 318(1-2), 135-139.

11. Qin, Y., Xiang, J., Wang, R.,Zhou, H., Li, K., & Zhong, N. (2012). Neural Bases for Basic Processes in Heuristic Problem Solving: Take Solving Sudoku Puzzles as an Example.PsyCh Journal, 1(2), 101-117.

Personal Statement

Haiyan Zhou, an assistant professor inFaculty of Information Technology obtained her Bachelor’s Degree from Hunan Normal University and Ph.D. Degree in Psychology from Beijing Normal University. Then she became a visiting scholar in Peking University and Carnegie Mellon University. Her research interests focus on the cognitive neuroscience, especially using the AI methods to enhance the understanding of human cognition. She is also exploring the ways to assess and predict the development of mental diseases by combining cognitive neuroscience and AI.