Xiao ZC, Lin KK, Young LS*. Mostly-monocular responses and other visual functions in a coarse-grained network model of Macaque V1. Submitted to Neurons.

Wang Z, Tao L, Xiao ZC*. Efficient, simulation-free estimators of firing rates with Markovian surrogates. arXiv:2505.08254. Under Review by Physical Review E.

Guo C, Zheng Z, Yang L, Dong Y, Li G, Xiao ZC, Cui Y*. Cannabinoid-mediated de-potentiation underlying stress allostasis as an antidepressant target. Submitted to Science.

Xiao, Z; Lin, KK; Young, LS*. Efficient models of cortical activity via local dynamic equilibria and coarse-grained interactions. Proceedings of the National Academy of Sciences (2024).

Dong, Y; Li, Y; Xiang, X; Xiao, Z; Hu, J; Li, Y; Li, H; Hu, H*. Stress relief as a natural resilience mechanism against depression-like behaviors. Neuron (2023).

Xiao, Z; Lin, KK; Young, LS*. A data-informed mean-field approach to mapping cortical landscapes. PLoS Computational Biology (2021).

Xiao, Z; Lin, KK; Fellous, JM.* Conjunctive Reward-Place Coding Properties of Dorsal Distal CA1 Hippocampus Cells. Biological Cybernetics (2020). 

Chang J, Li Z, Wang Z, Tao L, Xiao ZC*. Minimizing information loss reduces spiking neuronal networks to differential equations. arXiv:2411.14801. (2025) To appear on the Journal of Computational Physics.

Zhang, R; Wang, Z; Wu, T; Cai, Y; Tao, L*; Xiao, Z*; Li Y*. Learning biological neuronal networks with artificial neural networks: neural oscillations. Journal of Mathematical Biology (2024).

Wu, T; Cai, Y; Tao, L*; Xiao, Z*. Multiband oscillations emerge from a simple spiking network. Chaos: An Interdisciplinary Journal of Nonlinear Science (2023).

Cai, Y; Wu, T; Tao, L*; Xiao, Z*. Model Reduction Captures Stochastic Gamma Oscillations on Low-Dimensional Manifolds. Frontiers in Computational Neuroscience (2021).

Xiao, Z; Wang, B; Sornborger, A*; Tao, L*. Mutual information and information gating in synfire chains. Entropy (2018). 

Xiao, Z; Zhang, J; Sornborger, A*; Tao, L*. Cusps enable line attractors for neural computation. Physical Review E (2017). 

Xiao, Z*; Lin, KK Efficiency of direct and multilevel Monte Carlo for spiking neuron networks. Journal of Computational Neuroscience (2022). 

Xiao, Z; Fellous, JM.* Measuring Hippocampal Replay in a Complex Memory Re-Consolidation Task: Reward Cells. (As a Chapter in my PhD Thesis)

Wang, C; Xiao, Z; Wang, Z; Sornborger, A*; Tao, L*. A Fokker-Planck approach to graded information propagation in pulse-gated feed-forward neuronal networks. arXiv (2015).

PhD Thesis- NEURONAL OSCILLATIONS: IN HIPPOCAMPAL FUNCTIONS AND IN SIMULATIONS