Adaptive all-optical sigmoid activation functions for Photonic Neural Networks using Fabry-Perot laser diodes under optical injection

被引：0

作者：

Atanasijevic, Petar ^{[1
]}

Pappas, Christos ^{[2
]}

Banovic, Mladen ^{[1
]}

Crnjanski, Jasna ^{[1
]}

Tsakyridis, Apostolos ^{[2
]}

Moralis-Pegios, Miltiadis ^{[2
]}

Vyrsokinos, Konstantinos ^{[2
]}

Krstic, Marko ^{[1
]}

Mihailovic, Peda ^{[1
]}

Petricevic, Slobodan ^{[1
]}

Pleros, Nikos ^{[2
]}

Gvozdic, Dejan ^{[1
]}

机构：

[1] Univ Belgrade, Sch Elect Engn, Bulevar Kralja Aleksandra 73, Belgrade 11120, Serbia

[2] Aristotle Univ Thessaloniki, Ctr Interdisciplinary Res & Innovat, Informat Dept, Thessaloniki, Greece

来源：

2024 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION, OFC | 2024年

关键词：

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

We experimentally validate the all-optical activation functions in Fabry-Perot lasers under optical injection for random and non-random inputs. Sigmoid-like activations for 100 ps pulses are reconfigured using injection parameters, consuming 1.4 pJ per nonlinear operation. (c) 2024 The Authors

引用

页数：3

共 50 条

[1] All-optical packet switching with all-optical header processing using Fabry-Perot laser diodes [J].

Wai, PKA ;

Xu, LX ;

Lui, LFK ;

Chan, LY ;

Li, CY ;

Tam, HY ;

Demokan, MS .

OPTOELECTRONIC DEVICES AND INTEGRATION, PTS 1 AND 2, 2005, 5644 :220-233

[2] All-Optical Switching Using Fabry-Perot Laser Diodes (Invited paper) [J].

P. K. A. Wai ;

L. Y. Chan ;

H. Y. Tam .

光学学报, 2003, (S1) :257-258

[3] Application of a reconfigurable all-optical activation unit based on optical injection into a bistable Fabry-Perot laser in multilayer perceptron neural networks [J].

V. Crnjanski, Jasna ;

Teofilovic, Isidora ;

Krstic, Marko m. ;

Gvozdic, Dejan m. .

OPTICS LETTERS, 2024, 49 (05) :1153-1156

[4] All-optical flip-flops using injection-locked Fabry-Perot laser diodes [J].

Won, Y. H. ;

Cho, J. S. ;

Jeong, Y. D. ;

Hoang, N. L. .

2007 PHOTONICS IN SWITCHING, 2007, :147-148

[5] Injection-Locked Fabry-Perot Laser Diodes for All-Optical Flip-Flops [J].

Krstic, Marko M. ;

Crnjanski, Jasna V. ;

Totovic, Angelina R. ;

Gvozdic, Dejan M. .

2016 24TH TELECOMMUNICATIONS FORUM (TELFOR), 2016, :939-946

[6] Reconfigurable all-optical bistability/tristability in dual injection-locked Fabry-Perot laser diodes [J].

Banovic, Mladen Z. ;

Atanasijevic, Petar A. ;

Krstic, Marko M. ;

Mihailovic, Peda M. ;

Crnjanski, Jasna, V ;

Petricevic, Slobodan J. ;

Gvozdic, Dejan M. .

OPTICS LETTERS, 2023, 48 (15) :4165-4168

[7] All-optical 1x2 switch using Fabry-Perot laser diodes [J].

Rakib-Uddin, M. ;

Hoai, Tran Q. ;

Nakarmi, Bikash ;

Won, Yong Hyub .

OPTICAL TRANSMISSION SYSTEMS, SWITCHING, AND SUBSYSTEMS VIII, 2011, 7988

[8] Realization of All-Optical Digital Comparator Using Single Mode Fabry-Perot Laser Diodes [J].

Nakarmi, Bikash ;

Rakib-Uddin, M. ;

Won, Yong Hyub .

JOURNAL OF LIGHTWAVE TECHNOLOGY, 2011, 29 (19) :3015-3021

[9] Simulations of All-optical Packet Switching with All-optical Header Processing using Fabry-Perot Laser Diodes at 10 Gb/s [J].

Gan, Liqing ;

Li, Feng ;

Lui, L. F. K. ;

Lee, C. C. ;

Wai, P. K. A. .

2009 CONFERENCE ON LASERS AND ELECTRO-OPTICS AND QUANTUM ELECTRONICS AND LASER SCIENCE CONFERENCE (CLEO/QELS 2009), VOLS 1-5, 2009, :2905-+

[10] All-optical header processing using an injection-locked Fabry-Perot laser diode [J].

Chan, LY ;

Wai, PKA ;

Lui, LFK ;

Xu, LX ;

Tam, HY ;

Demokan, MS .

MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, 2005, 44 (04) :342-345

← 1 2 3 4 5 →