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
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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
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页数:3
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