A recurrent neural network framework for flexible and adaptive decision making based on sequence learning. - Zhewei Zhang; Huzi Cheng; Tianming Yang (PLoS Comput. Biol., 2020)

Can Machine Learning Algorithms Successfully Predict Grassland Aboveground Biomass? - Yue Wang; Rongzhu Qin; Huzi Cheng; Tiangang Liang; Kaiping Zhang; Ning Chai; Jinlong Gao; Qisheng Feng; Mengjing Hou; Jie Liu; Chenli Liu; Wenjuan Zhang; et al. (Remote. Sens., 2022)

Learning with augmented target information: An alternative theory of Feedback Alignment. - Huzi Cheng; Joshua W. Brown (CoRR, 2023)

Goal Reduction with Loop-Removal Accelerates RL and Models Human Brain Activity in Goal-Directed Learning. - Huzi Cheng; Joshua W. Brown (NeurIPS, 2024)

Replay as a Basis for Backpropagation Through Time in the Brain. - Huzi Cheng; Joshua W. Brown (Neural Comput., 2025)