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• W4210524437 abstract "Delay-based reservoir computing has gained a lot of attention due to the relative simplicity with which this concept can be implemented in hardware. However, unnecessary constraints are commonly placed on the relationship between the delay-time and the input clock-cycle, which can have a detrimental effect on the performance. We review the existing literature on this subject and introduce the concept of delay-based reservoir computing in a manner that demonstrates that no predefined relationship between the delay-time and the input clock-cycle is required for this computing concept to work. Choosing the delay-times independent of the input clock-cycle, one gains an important degree of freedom. Consequently, we discuss ways to improve the computing performance of a reservoir formed by delay-coupled oscillators and show the impact of delay-time tuning in such systems." @default.
• W4210524437 created "2022-02-08" @default.
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• W4210524437 date "2022-02-25" @default.
• W4210524437 modified "2023-10-14" @default.
• W4210524437 title "Role of delay-times in delay-based photonic reservoir computing [Invited]" @default.
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• W4210524437 doi "https://doi.org/10.1364/ome.451016" @default.
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