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Reservoir Computing in Materio : An Evaluation of Configuration through Evolution

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Figure

Fig. 1: Examples of the two input mechanisms used; a) configuration through static voltages (based on evolution in materiotechnique), and b) using multiple weighted inputs to various locations on the array (based on reservoir model)
TABLE I: The minimum and mean test error (NRMSE) forboth search methods across 10 runs
Fig. 5: A graph of the percentage change in error from theoriginal evolved test set NRMSE of 0.195 over different timeperiods
TABLE II: Comparison table of other reservoir computingsystems, with our system highlighted.

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