1 code implementation • 26 May 2023 • Yuki Tanaka, Yutaka Yamaguti
To understand the ability and limitations of convolutional neural networks to generate time series that mimic complex temporal signals, we trained a generative adversarial network consisting of deep convolutional networks to generate chaotic time series and used nonlinear time series analysis to evaluate the generated time series.
no code implementations • 20 Jun 2020 • Yutaka Yamaguti, Ichiro Tsuda
The reservoir computer is developed to enable changing of the internal reservoir using evolutionary dynamics, and we call it an evolutionary reservoir computer.