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Autonomous dynamical systems based on hardware implementations of delay reservoir computers

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Figure 1.2: Illustration of the key aspects of reservoir computing. a) In its original 2D representation, yellow balls and red stars cannot be linearly separated
Figure 1.3: a) Classical RC scheme. The input is coupled into the reservoir via a randomly connected input layer to the D nodes in the reservoir
Figure 1.4: Starting either from a time-continuous or time-discrete input stream, after going under a sample and hold operation, we obtain an input stream constant over a data injection time T in before it is updated
Figure 1.5: a) Input time trace and b) the corresponding interaction graph. In a) the input (blue) and the output signal (red) when the θ < T
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