Switched-Capacitor Circuit Implementation of the Chaotic Neural Network Reservoir

抄録

A chaotic neural network reservoir has been proposed as an effective method for introducing various dynamics in the reservoir neural network. In this paper, we propose a method for implementing the chaotic neural network reservoir with a switched-capacitor (SC) circuit technique. Such a circuit consists of three SC chaotic neurons with discrete elements. We then confirm the functionality of the circuit through a discrimination task in which the network distinguishes sinusoidal and chaotic waveforms.