4.6 Article

Delay-based reservoir computing: tackling performance degradation due to system response time

期刊

OPTICS LETTERS
卷 45, 期 4, 页码 905-908

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OPTICAL SOC AMER
DOI: 10.1364/OL.378410

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  1. Conselleria d'Innovacio, Recerca i Turisme del Govern de les Illes Balears
  2. European Social Fund
  3. Ministerio de Ciencia, Innovacion y Universidades [RTI2018-094118B-C22, TEC2016-80063-C3-3-R]
  4. European Regional Development Fund

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We analyze the degradation of the computational capacity of delay-based reservoir computers due to system response time. We demonstrate that this degradation is reduced when the delay time is greater than the data injection time. Performance improvement is demonstrated on several benchmarking tasks. (C) 2020 Optical Society of America

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