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Introducing Artificial Neural Network Modeling

Artificial neural networks (ANNs) include data structures and algorithms for learning and classifying data. Through neural network techniques, a program can learn through examples and create an internal structure of rules to classify different inputs. MATLAB provides algorithms, pre-trained models, and apps to create, train, visualize, and simulate ANNs. In this chapter, we will see how to use MATLAB to build an ANN-based model to predict values and classify data.

In this chapter, we’re going to cover the following main topics:

  • Getting started with ANNs
  • Training and testing an ANN model in MATLAB
  • Understanding data fitting with ANNs
  • Discovering pattern recognition using ANNs
  • Building a clustering ...

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