Study on Reservoir Computing Combining Chaotic Circuits and Periodic Oscillators

Reservoir computing is suitable for fast machine learning and consists of a reservoir layer and a readout layer. In previous studies, the reservoir layer consists of nodes replaced by van der Pal oscillators. In this study, the reservoir layer is composed of a van der Pal oscillator and a chaos circuit. Using this, the input waveform generation task is performed, the error between the input and generated waveforms is calculated, and the model is evaluated.