Free Download Time Series Analysis with Neural Networks using Matlab: TIME SERIES
English | Dec 1, 2025 | ISBN: 9798230031857 | 486 pages | EPUB (True) | 7.17 MB
The book begins by analyzing the capabilities of dynamic neural networks and the workflow required to obtain predictions using these networks. It then delves into the types of neural networks commonly used for time series forecasting, as well as their implementation, analysis, and optimization. The content continues by exploring multilayer neural networks and their applications for forecasting. Finally, it examines the scalability and efficiency of neural networks for forecasting by adapting them to big data technologies, such as parallel processing and distributed computing. All of the content is illustrated with MATLAB and Simulink applications that clarify the methodology.
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