FPGA-Based Implementation of a Multilayer Perceptron Suitable for Chaotic Time Series Prediction

FPGA-Based Implementation of a Multilayer Perceptron Suitable for Chaotic Time Series Prediction

Many biological systems and natural phenomena exhibit chaotic behaviors that are saved in time series data. This article uses time series that are generated by chaotic oscillators with different values of the maximum Lyapunov exponent (MLE) to predict their future behavior. Three prediction techniqu...

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Bibliographic Details
Main Authors: Ana Dalia Pano-Azucena, Esteban Tlelo-Cuautle, Sheldon X. -D. Tan, Brisbane Ovilla-Martinez, Luis Gerardo de la Fraga
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Technologies
Subjects:
chaos
time series prediction
FPGA
multilayer perceptron
Online Access:http://www.mdpi.com/2227-7080/6/4/90

Internet

http://www.mdpi.com/2227-7080/6/4/90

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