Proceedings of the IEEE, volume 111, issue 9, pages 1016-1054

Training Spiking Neural Networks Using Lessons From Deep Learning

Jason K. Eshraghian ¹

Max Ward ²

Emre Neftci ³

Xinxin Wang ¹

Gregor Lenz ⁴

Girish Dwivedi ⁵

M. BENNAMOUN ⁶

D. S. Jeong ⁷

Wei D Lu ¹

Hide authors affiliations Show authors affiliations: 7 affiliations

Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA |

Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA, USA |

Department of Computer Science and the Department of Cognitive Sciences, University of California at Irvine (UC Irvine), Irvine, CA, USA |

⁴

SynSense AG, Zürich, Switzerland |

⁵

School of Medicine, The University of Western Australia, Crawley, WA, Australia |

⁶

Department of Computer Science and Software Engineering, The University of Western Australia, Crawley, WA, Australia |

⁷

Division of Materials Science and Engineering, Hanyang University, Seoul, South Korea |

Publication type: Journal Article

Publication date: 2023-09-06

Institute of Electrical and Electronics Engineers (IEEE)

Journal: Proceedings of the IEEE

SJR: 6.085

CiteScore: 46.4

Impact factor: 23.2

ISSN: 00189219, 15582256

DOI: 10.1109/jproc.2023.3308088

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GOST |

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GOST Copy

Eshraghian J. K. et al. Training Spiking Neural Networks Using Lessons From Deep Learning // Proceedings of the IEEE. 2023. Vol. 111. No. 9. pp. 1016-1054.

GOST all authors (up to 50) Copy

Eshraghian J. K., Ward M., Neftci E., Wang X., Lenz G., Dwivedi G., BENNAMOUN M., Jeong D. S., Lu W. D. Training Spiking Neural Networks Using Lessons From Deep Learning // Proceedings of the IEEE. 2023. Vol. 111. No. 9. pp. 1016-1054.

RIS |

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RIS Copy

TY - JOUR

DO - 10.1109/jproc.2023.3308088

UR - https://doi.org/10.1109/jproc.2023.3308088

TI - Training Spiking Neural Networks Using Lessons From Deep Learning

T2 - Proceedings of the IEEE

AU - Eshraghian, Jason K.

AU - Ward, Max

AU - Neftci, Emre

AU - Wang, Xinxin

AU - Lenz, Gregor

AU - Dwivedi, Girish

AU - BENNAMOUN, M.

AU - Jeong, D. S.

AU - Lu, Wei D

PY - 2023

DA - 2023/09/06

PB - Institute of Electrical and Electronics Engineers (IEEE)

SP - 1016-1054

IS - 9

VL - 111

SN - 0018-9219

SN - 1558-2256

ER -

BibTex |

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BibTex (up to 50 authors) Copy

@article{2023_Eshraghian,

author = {Jason K. Eshraghian and Max Ward and Emre Neftci and Xinxin Wang and Gregor Lenz and Girish Dwivedi and M. BENNAMOUN and D. S. Jeong and Wei D Lu},

title = {Training Spiking Neural Networks Using Lessons From Deep Learning},

journal = {Proceedings of the IEEE},

year = {2023},

volume = {111},

publisher = {Institute of Electrical and Electronics Engineers (IEEE)},

month = {sep},

url = {https://doi.org/10.1109/jproc.2023.3308088},

number = {9},

pages = {1016--1054},

doi = {10.1109/jproc.2023.3308088}

}

MLA

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MLA Copy

Eshraghian, Jason K., et al. “Training Spiking Neural Networks Using Lessons From Deep Learning.” Proceedings of the IEEE, vol. 111, no. 9, Sep. 2023, pp. 1016-1054. https://doi.org/10.1109/jproc.2023.3308088.

Found error?

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Journal

Proceedings of the IEEE

SJR

6.085

CiteScore

46.4

Impact factor

23.2

ISSN

00189219 (Print)

15582256 (Electronic)