Switched-Capacitor Circuit Implementation of the Chaotic Neural Network Reservoir

DOI Web Site 2 Citations 3 References Open Access
  • Inoue Maakito
    Research Institute of Electrical Communication, Tohoku University
  • Fukuda Keisuke
    Research Institute of Electrical Communication, Tohoku University
  • Horio Yoshihiko
    Research Institute of Electrical Communication, Tohoku University

Abstract

<p>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.</p>

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