Temporal Convolutional Networks with RNN approach for chaotic time series prediction

• Published in: Applied soft computing Vol. 133; p. 109945
• Main Authors: Dudukcu, Hatice Vildan, Taskiran, Murat, Cam Taskiran, Zehra Gulru, Yildirim, Tulay
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.01.2023
• Subjects: Chaotic systems; Deep neural network; ECG recordings; Recurrent neural networks; Temporal convolutional neural network; Time series prediction; Deep neural network; Recurrent neural networks; Time series prediction; ECG recordings; Temporal convolutional neural network; Chaotic systems

The prediction of chaotic time series, which constitutes many systems in the field of science and engineering, has recently become the focus of attention of researchers. Chaotic time series prediction is making future predictions about these systems using previously observed data for a nonlinear cha...