Chenxiang Ma

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Biologically Plausible

Image Classification

Spiking Neural Networks

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Cybern.

Publications

Chenxiang Ma, Jibin Wu, Chenyang Si, Kay Chen Tan
Scaling Supervised Local Learning with Augmented Auxiliary Networks. CoRR (2024)
Yujia Yin, Xinyi Chen, Chenxiang Ma, Jibin Wu, Kay Chen Tan
Efficient Online Learning for Networks of Two-Compartment Spiking Neurons. CoRR (2024)
Chenxiang Ma, Jibin Wu, Chenyang Si, K. C. Tan
Scaling Supervised Local Learning with Augmented Auxiliary Networks. ICLR (2024)
Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan
TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling. AAAI (2024)
Chenxiang Ma, Rui Yan, Zhaofei Yu, Qiang Yu
Deep Spike Learning With Local Classifiers. IEEE Trans. Cybern. 53 (5) (2023)
Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan
Long Short-term Memory with Two-Compartment Spiking Neuron. CoRR (2023)
Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan
TC-LIF: A Two-Compartment Spiking Neuron Model for Long-term Sequential Modelling. CoRR (2023)
Qiang Yu, Chenxiang Ma, Shiming Song, Gaoyan Zhang, Jianwu Dang, Kay Chen Tan
Constructing Accurate and Efficient Deep Spiking Neural Networks With Double-Threshold and Augmented Schemes. IEEE Trans. Neural Networks Learn. Syst. 33 (4) (2022)
Qiang Yu, Shiming Song, Chenxiang Ma, Jianguo Wei, Shengyong Chen, Kay Chen Tan
Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Qiang Yu, Shiming Song, Chenxiang Ma, Linqiang Pan, Kay Chen Tan
Synaptic Learning With Augmented Spikes. IEEE Trans. Neural Networks Learn. Syst. 33 (3) (2022)
Shiming Song, Chenxiang Ma, Wei Sun, Junhai Xu, Jianwu Dang, Qiang Yu
Efficient learning with augmented spikes: A case study with image classification. Neural Networks 142 (2021)
Chenxiang Ma, Junhai Xu, Qiang Yu
A Deep Spike Learning through Critical Time Points. IJCNN (2021)
Chenxiang Ma, Junhai Xu, Qiang Yu
Temporal Dependent Local Learning for Deep Spiking Neural Networks. IJCNN (2021)
Qiang Yu, Shiming Song, Chenxiang Ma, Linqiang Pan, Kay Chen Tan
Synaptic Learning with Augmented Spikes. CoRR (2020)
Shiming Song, Chenxiang Ma, Qiang Yu
Brain-Inspired Framework for Image Classification with a New Unsupervised Matching Pursuit Encoding. ICONIP (3) (2020)
Qiang Yu, Chenxiang Ma, Shiming Song, Gaoyan Zhang, Jianwu Dang, Kay Chen Tan
Constructing Accurate and Efficient Deep Spiking Neural Networks with Double-threshold and Augmented Schemes. CoRR (2020)
Chenxiang Ma, Qiang Yu
AugMapping: Accurate and Efficient Inference with Deep Double-Threshold Spiking Neural Networks. SSCI (2020)