Spike Dynamics Analysis in Semiconductor Ring Laser

被引：2

作者：

Mu, Penghua ^{[1
]}

Wang, Kun ^{[1
]}

Liu, Guopeng ^{[1
]}

Wang, Yiqiao ^{[1
]}

Liu, Xintian ^{[2
]}

Guo, Gang ^{[2
]}

Hu, Guosi ^{[1
]}

机构：

[1] Yantai Univ, Inst Sci & Technol Optoelectorn Informat, Yantai 264005, Peoples R China

[2] Yuweng Informat Technol Co Ltd, Weihai 264210, Peoples R China

来源：

ELECTRONICS | 2024年 / 13卷 / 02期

关键词：

semiconductor ring laser; spike dynamic; biological neuron; NONLINEAR DYNAMICS; BRAIN PROJECT; EXCITABILITY; OSCILLATIONS; INJECTION;

D O I：

10.3390/electronics13020260

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, a method of generating controllable spikes utilizing symmetric semiconductor ring lasers (SRLs) is investigated, and various optical behaviors of biological neurons are successfully emulated on a faster timescale. We demonstrate the synchronized spike phenomena in two directions, generated in both the clockwise (CW) and counterclockwise (CCW) modes of the tunable laser (TL)-injected SRL. The size of the peaks and the interval between them can be manipulated by adjusting the output complex amplitude of the TL and bias current. At the same time, we also analyzed the CW mode of the TL-injected SRL and successfully replicated the four distinct discharge patterns of biological neurons. These findings offer promising prospects for future neuromorphic research.

引用

页数：13

共 43 条

[1] Excitability of periodic and chaotic attractors in semiconductor lasers with optoelectronic feedback
Al-Naimee, K.
Marino, F.
Ciszak, M.
Abdalah, S. F.
Meucci, R.
Arecchi, F. T.
[J]. EUROPEAN PHYSICAL JOURNAL D, 2010, 58 (02) : 187 - 189
[2] Excitability in optically injected microdisk lasers with phase controlled excitatory and inhibitory response
Alexander, Koen
Van Vaerenbergh, Thomas
Fiers, Martin
Mechet, Pauline
Dambre, Joni
Bienstman, Peter
[J]. OPTICS EXPRESS, 2013, 21 (22): : 26182 - 26191
[3] Digital Electronics and Analog Photonics for Convolutional Neural Networks (DEAP-CNNs)
Bangari, Viraj
Marquez, Bicky A.
Miller, Heidi B.
Tait, Alexander N.
Nahmias, Mitchell A.
de Lima, Thomas Ferreira
Peng, Hsuan-Tung
Prucnal, Paul R.
Shastri, Bhavin J.
[J]. IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, 2020, 26 (01)
[4] Excitability in a semiconductor laser with saturable absorber
Barbay, Sylvain
Kuszelewicz, Robert
Yacomotti, Alejandro M.
[J]. OPTICS LETTERS, 2011, 36 (23) : 4476 - 4478
[5] Topological insight into the non-Arrhenius mode hopping of semiconductor ring lasers
Beri, S.
Gelens, L.
Mestre, M.
Van der Sande, G.
Verschaffelt, G.
Scire, A.
Mezosi, G.
Sorel, M.
Danckaert, J.
[J]. PHYSICAL REVIEW LETTERS, 2008, 101 (09)
[6] Excitability in optical systems close to Z2-symmetry
Beri, Stefano
Mashall, Lilia
Gelens, Lendert
Van der Sande, Guy
Mezosi, Gabor
Sorel, Marc
Danckaert, Jan
Verschaffelt, Guy
[J]. PHYSICS LETTERS A, 2010, 374 (05) : 739 - 743
[7] Solitary and coupled semiconductor ring lasers as optical spiking neurons
Coomans, W.
Gelens, L.
Beri, S.
Danckaert, J.
Van der Sande, G.
[J]. PHYSICAL REVIEW E, 2011, 84 (03):
[8] Controlled Propagation of Spiking Dynamics in Vertical-Cavity Surface-Emitting Lasers: Towards Neuromorphic Photonic Networks
Deng, Tao
Robertson, Joshua
Hurtado, Antonio
[J]. IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, 2017, 23 (06)
[9] Training Deep Neural Networks in Situ with Neuromorphic Photonics
Filipovich, Matthew J.
Guo, Zhimu
Marquez, Bicky A.
Morison, Hugh D.
Shastri, Bhavin J.
[J]. 2020 IEEE PHOTONICS CONFERENCE (IPC), 2020,
[10] Tractography in the Study of the Human Brain: A Neurosurgical Perspective
Fortin, David
Aubin-Lemay, Camille
Bore, Arnaud
Girard, Gabriel
Houde, Jean-Christophe
Whittingstall, Kevin
Descoteaux, Maxime
[J]. CANADIAN JOURNAL OF NEUROLOGICAL SCIENCES, 2012, 39 (06) : 747 - 756

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