A small tanh reservoir with very weak coupling and minimal nonlinearity solves nonlinear classification tasks, with accuracy peaking at the edges of chaos under stronger coupling.
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Nonlinear Neural Dynamics and Classification Accuracy in Reservoir Computing
A small tanh reservoir with very weak coupling and minimal nonlinearity solves nonlinear classification tasks, with accuracy peaking at the edges of chaos under stronger coupling.