Chenxiang Ma

According to our database, Chenxiang Ma authored at least 15 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards Ultra-Low-Power Neuromorphic Speech Enhancement with Spiking-FullSubNet.

Xiang Hao, Chenxiang Ma, Qu Yang, Jibin Wu, Kay Chen Tan

CoRR, 2024

PMSN: A Parallel Multi-compartment Spiking Neuron for Multi-scale Temporal Processing.

Xinyi Chen, Jibin Wu, Chenxiang Ma, Yinsong Yan, Yujie Wu, Kay Chen Tan

CoRR, 2024

Efficient Online Learning for Networks of Two-Compartment Spiking Neurons.

Yujia Yin, Xinyi Chen, Chenxiang Ma, Jibin Wu, Kay Chen Tan

Proceedings of the International Joint Conference on Neural Networks, 2024

Scaling Supervised Local Learning with Augmented Auxiliary Networks.

Chenxiang Ma, Jibin Wu, Chenyang Si, Kay Chen Tan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling.

Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Deep Spike Learning With Local Classifiers.

Chenxiang Ma, Rui Yan, Zhaofei Yu, Qiang Yu

IEEE Trans. Cybern., May, 2023

Long Short-term Memory with Two-Compartment Spiking Neuron.

Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan

CoRR, 2023

2022

Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns.

Qiang Yu, Shiming Song, Chenxiang Ma, Jianguo Wei, Shengyong Chen, Kay Chen Tan

IEEE Trans. Neural Networks Learn. Syst., 2022

Synaptic Learning With Augmented Spikes.

Qiang Yu, Shiming Song, Chenxiang Ma, Linqiang Pan, Kay Chen Tan

IEEE Trans. Neural Networks Learn. Syst., 2022

Constructing Accurate and Efficient Deep Spiking Neural Networks With Double-Threshold and Augmented Schemes.

Qiang Yu, Chenxiang Ma, Shiming Song, Gaoyan Zhang, Jianwu Dang, Kay Chen Tan

IEEE Trans. Neural Networks Learn. Syst., 2022

2021

Efficient learning with augmented spikes: A case study with image classification.

Shiming Song, Chenxiang Ma, Wei Sun, Junhai Xu, Jianwu Dang, Qiang Yu

Neural Networks, 2021

Temporal Dependent Local Learning for Deep Spiking Neural Networks.

Chenxiang Ma, Junhai Xu, Qiang Yu

Proceedings of the International Joint Conference on Neural Networks, 2021

A Deep Spike Learning through Critical Time Points.

Chenxiang Ma, Junhai Xu, Qiang Yu

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

AugMapping: Accurate and Efficient Inference with Deep Double-Threshold Spiking Neural Networks.

Chenxiang Ma, Qiang Yu

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Brain-Inspired Framework for Image Classification with a New Unsupervised Matching Pursuit Encoding.

Shiming Song, Chenxiang Ma, Qiang Yu

Proceedings of the Neural Information Processing - 27th International Conference, 2020