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University of Electronic Science and Technology of China: Chengdu, CN

Employment
Source: Self-asserted source
Yi Chen

Education and qualifications (1)

University of Electronic Science and Technology of China: Chengdu, CN

Education
Source: Self-asserted source
Yi Chen

Works (9)

A Low Power and Low Latency FPGA-Based Spiking Neural Network Accelerator

International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023
2023 | Conference paper
DOI: 10.1109/IJCNN54540.2023.10191153
Contributors: Hanwen Liu and Yi Chen and Zihang Zeng and Malu Zhang and Hong Qu
Source: Self-asserted source
Yi Chen

Gradual Surrogate Gradient Learning in Deep Spiking Neural Networks

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022
2022 | Conference paper
DOI: 10.1109/ICASSP43922.2022.9746774
Contributors: Yi Chen and Silin Zhang and Shiyu Ren and Hong Qu
Source: Self-asserted source
Yi Chen

Temporal-Sequential Learning with Columnar-Structured Spiking Neural Networks

Neural Information Processing - 29th International Conference, ICONIP 2022, Virtual Event, November 22-26, 2022, Proceedings, Part IV
2022 | Conference paper
DOI: 10.1007/978-981-99-1639-9\_13
Contributors: Xiaoling Luo and Hanwen Liu and Yi Chen and Malu Zhang and Hong Qu; Mohammad Tanveer and Sonali Agarwal and Seiichi Ozawa and Asif Ekbal and Adam Jatowt
Source: Self-asserted source
Yi Chen

A new recursive least squares-based learning algorithm for spiking neurons

Neural Networks
2021 | Journal article
DOI: 10.1016/j.neunet.2021.01.016
Contributors: Yun Zhang and Hong Qu and Xiaoling Luo and Yi Chen and Yuchen Wang and Malu Zhang and Zefang Li
Source: Self-asserted source
Yi Chen

Bio-inspired Model Based on Global-Local Hybrid Learning in Spiking Neural Network

International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021
2021 | Conference paper
DOI: 10.1109/IJCNN52387.2021.9534061
Contributors: Yuchen Wang and Xiaobin Wang and Hong Qu and Ya Zhang and Yi Chen and Xiaoling Luo
Source: Self-asserted source
Yi Chen

Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information

Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021
2021 | Conference paper
URI:

https://ojs.aaai.org/index.php/AAAI/article/view/16870
Contributors: Yi Chen and Hong Qu and Malu Zhang and Yuchen Wang
Source: Self-asserted source
Yi Chen

A spiking neural network with probability information transmission

Neurocomputing
2020 | Journal article
DOI: 10.1016/j.neucom.2020.01.109
Contributors: Lin Zuo and Yi Chen and Lei Zhang and Changle Chen
Source: Self-asserted source
Yi Chen

A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons

IEEE Trans. Neural Networks Learn. Syst.
2019 | Journal article
DOI: 10.1109/TNNLS.2018.2833077
Contributors: Malu Zhang and Hong Qu and Ammar Belatreche and Yi Chen and Zhang Yi
Source: Self-asserted source
Yi Chen

ERMPD: An efficient and robustness membrane potential driven supervised learning in spiking neural networks

2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017
2017 | Conference paper
DOI: 10.1109/SSCI.2017.8285304
Contributors: Yongqing Zhang and Yi Chen and Malu Zhang and Xi Wu and Jiliu Zhou and Hong Qu
Source: Self-asserted source
Yi Chen
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