BrainX Ecosystem
Research papers

Papers citing BrainX.

A curated list of peer-reviewed research that cites BrainX software, methods, or ecosystem foundations — covering computational neuroscience, brain-inspired computing, and AI-driven scientific computing. Grouped by year, with the most recent work first.

2026

01

Yijing Fan, Chun Zhao, Lin Zhang

Spiking neural network-based decision framework for real-time-ball-on-plate balancing: Sim-to-real

SIMULATION: Transactions of The Society for Modeling and Simulation International
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02

Fudong Zhang, Bo Chai, Yujie Wu, Wai Ting Siok, Nizhuan Wang

Linguistics and human brain: a perspective of computational neuroscience

Cognitive Neurodynamics, 20: 127
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03

Shuangming Yang, Jianshi Tang, Tianhang Zhou, Bernabe Linares-Barranco, Giacomo Indiveri, Xinhu Zheng, Mostafa Rahimi Azghadi, Badong Chen

Efficient training of neuromorphic electronics

Nature Electronics, 9: 594–610
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04

Mehdi Heshmati, Zoran Utkovski, Alfonso Yamamoto, Patrick Agostini, Ehsan Tohidi, Slawomir Stanczak

Neuromorphic Radar Sensing with the Spiking Locally Competitive Algorithm

ICC 2026 - IEEE International Conference on Communications: 1–7
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05

Sanja Kapetanovic, Mile Dzelalija, Nina Bijedic, Drazena Gaspar, Sanja Tipuric-Spuzevic

Systematic Verification and Validation of the LANA Agent-Based Spiking Neural Network Model

Sci, 8(5): 107
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06

Jannik Luboeinski, Sebastian Schmitt, Shirin Shafiee, others

Plastic Arbor: A modern simulation framework for synaptic plasticity

PLOS Computational Biology
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07

Lucas S. Hindman, K. Cantley

Finding Order in CHAOSS: A Survey of Open-Source Spiking Neural Network Software Simulators

IEEE Access
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08

Youdong Zhang, Xu He, Xiaolin Meng, Lingfei Mo, Wenxuan Yin, Fangwen Yu

A Survey on Neuromorphic Navigation: Implementation Resources, Challenges and Perspectives

IEEE Sensors Journal
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09

Zhengshan Dong, Wude He

Astrocyte-gated multi-timescale plasticity for online continual learning in deep spiking neural networks

Frontiers in Neuroscience, 19: 1768235
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2025

10

Zhong Zheng, Jing Wei, Yi Xu, others

Modeling macroscopic brain dynamics with brain-inspired computing architecture

Nature Communications
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11

Yinuo Zhang, Demao Liu, Zhichao Liang, others

Artificial intelligence as a surrogate brain: bridging neural dynamical models and data

National Science Review
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12

Abolfazl Ziaeemehr, Marmaduke Woodman, Lia Domide, others

Virtual Brain Inference (VBI), a flexible and integrative toolkit

eLife
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13

Renato Paredes, Juan Cabral, Peggy Series

Scikit-NeuroMSI: A Generalized Framework for Modeling Multisensory Integration

Neuroinformatics
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14

Qinglai Wei, Qizhi Yang, Liyuan Han, Tielin Zhang

Physics-informed spiking neural networks for continuous-time dynamic systems

Neurocomputing
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15

Xu He, Xiaolin Meng, Lingfei Mo

A Comprehensive Review of Brain-inspired Navigation

ACM Computing Surveys
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16

Yunhao Yang, Leitao Cao, Jing Ren, Wenli Gao, Shengjie Ling

Artificial intelligence for fibrous network design and mechanics

AI for Science, 1(1): 012001
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17

Jinhong Liu, Taotao Chen, Jun-Fu Liu, Ziyue Peng, Shuye Zhang, Peng He

Atomistic decoding of multifaceted crack-initiated degradation mechanisms in high-temperature solder interconnects for AI-powered microelectronics

Composites Part B: Engineering, 313: 113362
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2024

18

Yi Zhang, Xiaojun Mao, Xi Chang, others

Resistive switching and artificial synapses performance of co-evaporated Cs3Cu2I5 films

Applied Physics Letters
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19

GuoYin Wang, HuaNan Bao, Qun Liu, others

Brain-inspired artificial intelligence research: A review

Science China Technological Sciences, 67(8): 2282–2296
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20

Guoqi Li, Lei Deng, Huajing Tang, others

Brain-Inspired Computing: A Systematic Survey and Future Trends

Proceedings of the IEEE
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21

Lining Yin, Ying Yu, Fang Han, Qingyun Wang

Unveiling serotonergic dysfunction of obsessive-compulsive disorder on prefrontal network dynamics: a computational perspective

Cerebral Cortex, 34(6): bhae258
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22

LiMei Xu, YuLiang Jin, Gang Sun

Complex systems and computational statistical physics

Sci. Sin. Phys. Mech. Astron.
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23

Ke Yang, Yanghao Wang, Pek Jun Tiw, others

High-order sensory processing nanocircuit based on coupled VO2 oscillators

Nature Communications, 15(1): 1693
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24

Chaofei Hong, Mengwen Yuan, M. Zhang, others

SPAIC: A Spike-Based Artificial Intelligence Computing Framework

IEEE Computational Intelligence Magazine
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2023

25

Hui Xiong, Congying Chu, Lingzhong Fan, others

The Digital Twin Brain: A Bridge between Biological and Artificial Intelligence

Intelligent Computing
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26

Zhenzhi Wu, Yangshu Shen, Jing Zhang

BIDL: a brain-inspired deep learning framework for spatiotemporal processing

Frontiers in Neuroscience
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27

Yi Zeng, Dongcheng Zhao, Feifei Zhao, others

BrainCog: A spiking neural network based, brain-inspired cognitive intelligence engine for brain-inspired AI and brain simulation

Patterns
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2022

28

Xiaolong Zou, Tiejun Huang, Si Wu

Towards a New Paradigm for Brain-inspired Computer Vision

Machine Intelligence Research
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