📝 Publications

Journal Articles

• Nature Communications 2025
  Integrating Physical Units into High-Performance AI-Driven Scientific Computing

  Chaoming Wang^†, Sichao He^†, Shouwei Luo, Yuxiang Huan, Si Wu
• eLife 2023
  BrainPy, a flexible, integrative, efficient, and extensible framework for general-purpose brain dynamics programming

  Chaoming Wang, Tianqiu Zhang, Xiaoyu Chen, Sichao He, Shangyang Li, Si Wu

Conference Papers

• CCN 2026
  Continuous Attractor Neural Networks Toolkit: Standardizing Computational Neuroscience Research on Attractor Dynamics

  Sichao He, Aiersi Tuerhong, Shangjun Sheh, Si Wu
• ICML 2024
  A Differentiable Approach to Multi-scale Brain Modeling

  Chaoming Wang, Muyang Lyu, Tianqiu Zhang, Sichao He, Si Wu
• ICLR 2024
  A differentiable brain simulator bridging brain simulation and brain-inspired computing

  Chaoming Wang^†, Tianqiu Zhang^†, Sichao He, Hongyaoxing Gu, Shangyang Li, Si Wu

Preprints

• arXiv 2026
  CANNs: A Toolkit for Research on Continuous Attractor Neural Networks

  Sichao He^†, Aiersi Tuerhong^†, Shangjun She, Tianhao Chu, Yuling Wu, Junfeng Zuo, Si Wu
• arXiv 2026
  Heads, Not Backbones: Output Heads Dominate Architectures on Fat-Tailed Returns

  Sichao He, Yansong Zhang