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
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)
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
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
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
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
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
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
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
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
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 →