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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… Click to show full abstract
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.
Keywords:
degradation;
due system;
time;
based reservoir;
delay based;
system response
Journal Title: Optics letters
Year Published: 2020
Link to full text (if available)
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Journal Title: Optics letters
Year Published: 2020
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!