Postdoctoral Scholar
Office: 1400 Biological Sciences III
Email: dale.zhou@uci.edu
Dale Zhou, Ph.D.
Lab Research Projects
I contribute to the following research areas in the Translational Neuroscience Laboratory.
- Memory, pattern separation, and decision-making
- Anhedonia and reinforcement learning
- How the above involve information compression
During my postdoc, I will investigate how the brain network compresses and reconstructs information as network structure changes across the lifespan. I aim to account for computations of memory and reward as network functions of dimensionality reduction and expansion using experimental, naturalistic, and clinical data.
Zhou, D. & Bornstein, A.M. (2023). Expanding horizons in reinforcement learning for curious exploration and creative planning. Behavioral and Brain Sciences. PsyArXiv : 10.31234/osf.io/bhcwp
Zhou, D., Kang, Y., Cosme, D. Jovanova, M., He, X., Mahadevan, A., Ahn, J., Stanoi, O., Brynildsen, J.K., Cooper, N., Cornblath, E.J., Parkes, L., Mucha, P., Ochsner, K., Lydon-Staley, D., Falk, E., & Bassett, D.S. (2023). Mindful Attention Promotes Control of Brain Network Dynamics for Self-Regulation and Discontinues the Past from the Present. PNAS . DOI: 10.1073/pnas.220107411
Zhou, D., Kim, J.Z., Pines, A., Sydnor, V.J., Roalf, D.R., Detre, J.A., Gur, R.C., Gur, R.E., Satterthwaite, T.D., & Bassett, D.S. Compression supports low- dimensional representations of behavior across neural circuits. NeurIPS 2022 Workshop on Information-Theoretic Principles in Cognitive Systems. New Orleans, LA. December 3, 2022.
Zhou, D., Lynn, C.W., Cui, Z., Ciric, R., Baum, G.L., Moore, T.M., Roalf, D.R., Detre, J.A., Gur, R.C., Gur, R.E., Satterthwaite, T.D., & Bassett, D.S. (2021). Efficient Coding in the Economics of Human Brain Connectomics. Network Neuroscience. DOI: 10.1162/netn a 00223
Zhou, D., Lydon-Staley, D.M., Zurn, P., & Bassett, D.S. (2020). The growth and form of knowledge networks by kinesthetic curiosity. Current Opinion in Behavioral Sciences. DOI:10.1016/j.cobeha.2020.09.007
- 2023-2026 Hewitt Research Fellow & Cunningham Scholar UC Irvine
- 2021-23 National Research Service Award F31 NIH
- 2015-17 Intramural Research and Training Award NIH
- 2015 Departmental Honors in Psychology UMaryland
- 2015 Departmental Honors in Philosophy UMaryland
What the lab means to me…
“This lab exemplifies a really fun intersection of important science and kind people!“