Open Access

Institute of Electrical and Electronics Engineers (IEEE)

IEEE Access

, volume 6 , pages 67951-67958

Stable Propagation of Inhibited Spiking Dynamics in Vertical-Cavity Surface-Emitting Lasers for Neuromorphic Photonic Networks

Tao Deng ¹

Joshua Robertson ²

Zheng-Mao Wu ¹

Guang Qiong Xia ¹

Xiao Dong Lin ¹

Xi Tang ¹

Zhi Jing Wang ¹

ANTONIO HURTADO ²

Hide authors affiliations Show authors affiliations: 2 affiliations

School of Physical Science and Technology, Southwest University, Chongqing, China |

TIC Centre, Institute of Photonics, University of Strathclyde, Glasgow, U.K. |

Publication type: Journal Article

Publication date: 2018-10-31

Institute of Electrical and Electronics Engineers (IEEE)

IEEE Access

scimago Q1

wos Q2

SJR: 0.849

CiteScore: 9.0

Impact factor: 3.6

ISSN: 21693536

DOI: 10.1109/access.2018.2878940

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General Materials Science

General Engineering

General Computer Science

Abstract

We investigate experimentally and theoretically the communication of inhibited spiking dynamics between two interlinked photonic neurons based upon the vertical-cavity surface-emitting lasers (VCSELs). We show that the sub-nanosecond speed spiking dynamics fired by a Transmitter-VCSEL (T-VCSEL) can be inhibited under the arrival of suitable external stimuli and that the inhibited spiking behaviors are propagated into another Receiver-VCSEL (R-VCSEL). Both VCSELs exhibit analogous inhibited spiking dynamics in response to stimuli with different temporal durations and strength. In addition, a very good agreement is found between theoretical simulations and experiments. These results offer greater prospects for future networks of VCSEL-based photonic neurons for neuromorphic computing platforms.

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GOST Copy

Deng T. et al. Stable Propagation of Inhibited Spiking Dynamics in Vertical-Cavity Surface-Emitting Lasers for Neuromorphic Photonic Networks // IEEE Access. 2018. Vol. 6. pp. 67951-67958.

GOST all authors (up to 50) Copy

Deng T., Robertson J., Wu Z., Xia G. Q., Lin X. D., Tang X., Wang Z. J., HURTADO A. Stable Propagation of Inhibited Spiking Dynamics in Vertical-Cavity Surface-Emitting Lasers for Neuromorphic Photonic Networks // IEEE Access. 2018. Vol. 6. pp. 67951-67958.

RIS |

Cite this

RIS Copy

TY - JOUR

DO - 10.1109/access.2018.2878940

UR - https://doi.org/10.1109/access.2018.2878940

TI - Stable Propagation of Inhibited Spiking Dynamics in Vertical-Cavity Surface-Emitting Lasers for Neuromorphic Photonic Networks

T2 - IEEE Access

AU - Deng, Tao

AU - Robertson, Joshua

AU - Wu, Zheng-Mao

AU - Xia, Guang Qiong

AU - Lin, Xiao Dong

AU - Tang, Xi

AU - Wang, Zhi Jing

AU - HURTADO, ANTONIO

PY - 2018

DA - 2018/10/31

PB - Institute of Electrical and Electronics Engineers (IEEE)

SP - 67951-67958

VL - 6

SN - 2169-3536

ER -

BibTex

Cite this

BibTex (up to 50 authors) Copy

@article{2018_Deng,

author = {Tao Deng and Joshua Robertson and Zheng-Mao Wu and Guang Qiong Xia and Xiao Dong Lin and Xi Tang and Zhi Jing Wang and ANTONIO HURTADO},

title = {Stable Propagation of Inhibited Spiking Dynamics in Vertical-Cavity Surface-Emitting Lasers for Neuromorphic Photonic Networks},

journal = {IEEE Access},

year = {2018},

volume = {6},

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

month = {oct},

url = {https://doi.org/10.1109/access.2018.2878940},

pages = {67951--67958},

doi = {10.1109/access.2018.2878940}

}

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Journal

IEEE Access

scimago Q1

wos Q2

SJR

0.849

CiteScore

9.0

Impact factor

3.6

ISSN

21693536 (Print, Electronic)