Publications

10 papers · full list on Google Scholar

Category Year

2026

BrainTraceOnline LearningSoftware

Model-agnostic linear-memory online learning in spiking neural networks

Chaoming Wang*, Xingsi Dong, Zilong Ji, Mingqing Xiao, Jiedong Jiang, Xiao Liu, Yuxiang Huan, Si Wu*

Nature Communications, 17, Article 1745, 2026.

DOI Code Project

2025

BrainUnitSAIUnitSoftware

Integrating physical units into high-performance AI-driven scientific computing

Chaoming Wang#, Sichao He#, Shouwei Luo, Yuxiang Huan, Si Wu*

Nature Communications, 16, Article 3609, 2025.

DOI Code Related

2024

Spindle oscillationTRNGap Junction

Spindle oscillations emerge at the critical state of electrically coupled networks in the thalamic reticular nucleus

Shangyang Li#, Chaoming Wang#, Si Wu*

Cell Reports, 43(10), 2024.

DOI

BrainPyDifferentiable SimulationBrain SimulationSoftware

A differentiable brain simulator bridging brain simulation and brain-inspired computing

Chaoming Wang#, Tianqiu Zhang#, Sichao He, Yifeng Gong, Hongyaoxing Gu, Shangyang Li, Si Wu*

The Twelfth International Conference on Learning Representations, 2024.

OpenReview Code

Differentiable SimulationMulti-scale Brain Modeling

A Differentiable Approach to Multi-scale Brain Modeling

Chaoming Wang*, Muyang Lyu, Tianqiu Zhang, Si Wu*

ICML 2024 Workshop on Differentiable Almost Everything, 2024.

OpenReview

BrainPyNeuromorphic

High-order sensory processing nanocircuit based on coupled VO2 oscillators

Ke Yang, Yanghao Wang, Pek Jun Tiw, Chaoming Wang, Xiaolong Zou, Rui Yuan, Chang Liu, Ge Li, Chen Ge, Si Wu, Teng Zhang*, Ru Huang, Yuchao Yang*

Nature Communications, 15, 2024.

DOI

2023

BrainPyBrain SimulationSoftware

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*

eLife, 12, 2023.

DOI Code

2021

BrainPyBrain SimulationSoftware

A just-in-time compilation approach for neural dynamics simulation

Chaoming Wang, Yingqian Jiang, Xinyu Liu, Xiaohan Lin, Xiaolong Zou, Zilong Ji, Si Wu*

Neural Information Processing: 28th International Conference, 2021.

DOI

Neuron DynamicsTRNThalamus

Analysis of the Neuron Dynamics in Thalamic Reticular Nucleus by a Reduced Model

Chaoming Wang, Shangyang Li, Si Wu*

Frontiers in Computational Neuroscience, 15, 2021.

DOI

2020

Gap JunctionTopology

A Neural Network Model With Gap Junction for Topological Detection

Chaoming Wang, Risheng Lian, Xingsi Dong, Yuanyuan Mi, Si Wu*

Frontiers in Computational Neuroscience, 14, 2020.

DOI