Bandwidth Enhanced Operation of Photonic Time Delay Reservoir Computer
| Autor: | Apostolos Argyris, Janek Schwind, Irene Estébanez, Ingo Fischer |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
Semiconductor lasers
Computer science business.industry ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Reservoir computing Physics::Optics Task (project management) Semiconductor laser theory Bandwidth Photonics Robustness (computer science) Reservoirs Task analysis Bandwidth (computing) Electronic engineering Optical feedback business Robustness Computer Science::Databases |
| Zdroj: | Digital.CSIC. Repositorio Institucional del CSIC instname ECOC |
| Popis: | Trabajo presentado en la 46th European Conference on Optical Communication (ECOC), celebrada en Bruselas del 6 al 10 de diciembre de 2020. We show numerically and experimentally that strong optical injection can enhance the operating bandwidth of semiconductor lasers with optical feedback in a photonic time-delay reservoir computing configuration. Its operating conditions can be significantly expanded while maintaining competitive computational performance in a time-series prediction task. |
| Databáze: | OpenAIRE |
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