A Neural Network Model With Gap Junction for Topological Detection. - Chaoming Wang; Risheng Lian; Xingsi Dong; Yuanyuan Mi; Si Wu 001 (Frontiers Comput. Neurosci., 2020)

Noisy Adaptation Generates Lévy Flights in Attractor Neural Networks. - Xingsi Dong; Tianhao Chu; Tiejun Huang 001; Zilong Ji; Si Wu 001 (NeurIPS, 2021)

Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks. - Xingsi Dong; Zilong Ji; Tianhao Chu; Tiejun Huang 001; Wenhao Zhang 002; Si Wu 001 (NeurIPS, 2022)

Neural Sampling in Hierarchical Exponential-family Energy-based Models. - Xingsi Dong; Si Wu 001 (NeurIPS, 2023)

Predictive Learning in Energy-based Models with Attractor Structures. - Xingsi Dong; Pengxiang Yuan; Si Wu 001 (CoRR, 2025)