Search Results for author: Enrico Del Frate

Found 2 papers, 0 papers with code

Reservoir Computers with Random and Optimized Time-Shifts

no code implementations29 Aug 2021 Enrico Del Frate, Afroza Shirin, Francesco Sorrentino

We investigate the effects of application of random time-shifts to the readouts of a reservoir computer in terms of both accuracy (training error) and performance (testing error.)

Reservoir Computers Modal Decomposition and Optimization

no code implementations13 Jan 2021 Chad Nathe, Enrico Del Frate, Thomas Carroll, Louis Pecora, Afroza Shirin, Francesco Sorrentino

We then take a parametric approach in which the eigenvalues are parameters that can be appropriately designed and optimized.

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