Yansong Chua - Publications, H-index & Citations

Yansong Chua

China Nanhu Academy of Electronics and Information Technology

18H指数

62论文数

997被引数

收录论文 17

发表时间

A practical UAV-assisted workflow for high-throughput screening of drought-resistant rice 一种基于UAV的高通量筛选抗旱水稻的实用工作流程

Agricultural Water Management

IF6.5

2025-11-19

OAAI

Xin Wang; Huilin Cheng; Jingyi Fang; Xiaoyan Xi; Wei Zhang; Yansong Chua; Zhichun Xu; Yunyu Chen; Huixiu Wang; Qinyang Zhou; Tiansheng Zhu; Luis A.J. Mur; Liang Chen; Qiaojun Lou

Effective methods and framework for energy-based local learning of deep neural networks 基于能量的深度神经网络局部学习的高效方法与框架

Frontiers in Artificial Intelligence

IF4.7

2025-08-27

OAAI

Haibo Chen; Bangcheng Yang; Fucun He; Fei Zhou; Shuai Chen; Chunpeng Wu; Fan Li; Yansong Chua

motorSRNN: A spiking recurrent neural network inspired by brain topology for the effective and efficient decoding of cortical spike trains motorSRNN: 一种受大脑拓扑启发的尖峰循环神经网络，用于有效和高效地解码皮质尖峰序列

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2025-01-01

PREAI

Liu, Tengjun; Chua, Yansong; Ning, Yuxiao; Liu, Pengfu; Zhang, Yiwei; Li, Tuoru; Wan, Guihua; Wan, Zijun; Chen, Weidong; Zhang, Shaomin

Event-Driven Spiking Learning Algorithm Using Aggregated Labels

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-12-01

PREAI

Xie, Xiurui; Chua, Yansong; Liu, Guisong; Zhang, Malu; Luo, Guangchun; Tang, Huajin

Advancing brain-inspired computing with hybrid neural networks 通过混合神经网络推进脑启发计算

NATIONAL SCIENCE REVIEW

IF17.1

2024-02-26

OAAI

Liu, Faqiang; Zheng, Hao; Ma, Songchen; Zhang, Weihao; Liu, Xue; Chua, Yansong; Shi, Luping; Zhao, Rong

Learnable axonal delay in spiking neural networks improves spoken word recognition

FRONTIERS IN NEUROSCIENCE

IF3.2

2023-11-09

OAAI

Sun, Pengfei; Chua, Yansong; Devos, Paul; Botteldooren, Dick

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

FRONTIERS IN NEUROSCIENCE

IF3.2

2023-07-26

OAAI

Wu, Zhenzhi; Shen, Yangshu; Zhang, Jing; Liang, Huaju; Zhao, Rongzhen; Li, Han; Xiong, Jianping; Zhang, Xiyu; Chua, Yansong

Named entity recognition for Chinese based on global pointer and adversarial training

SCIENTIFIC REPORTS

IF3.9

2023-02-24

OAAI

Li, Hongjun; Cheng, Mingzhe; Yang, Zelin; Yang, Liqun; Chua, Yansong

A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-01-01

OAAI

Wu, Jibin; Chua, Yansong; Zhang, Malu; Li, Guoqi; Li, Haizhou; Tan, Kay Chen

SoftHebb: Bayesian inference in unsupervised Hebbian soft winner-take-all networks

NEUROMORPHIC COMPUTING AND ENGINEERING

IF6.1

2022-12-15

OAAI

Moraitis, Timoleon; Toichkin, Dmitry; Journe, Adrien; Chua, Yansong; Guo, Qinghai

Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-05-01

OAAI

Zhang, Malu; Wang, Jiadong; Wu, Jibin; Belatreche, Ammar; Amornpaisannon, Burin; Zhang, Zhixuan; Miriyala, Venkata Pavan Kumar; Qu, Hong; Chua, Yansong; Carlson, Trevor E.; Li, Haizhou

Is Neuromorphic MNIST Neuromorphic? Analyzing the Discriminative Power of Neuromorphic Datasets in the Time Domain

FRONTIERS IN NEUROSCIENCE

IF3.2

2021-03-25

OAAI

Iyer, Laxmi R.; Chua, Yansong; Li, Haizhou

HFNet: A CNN Architecture Co-designed for Neuromorphic Hardware With a Crossbar Array of Synapses

FRONTIERS IN NEUROSCIENCE

IF3.2

2020-10-26

OAAI

Gopalakrishnan, Roshan; Chua, Yansong; Sun, Pengfei; Sreejith Kumar, Ashish Jith; Basu, Arindam