Comprehensive Introduction to Neural Networks: Advent, Evolution, Applications, and Challenges

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Author(s): Rajesh Sai K. (VIT-AP University, India), Veneela Adapa (VIT-AP University, India)and Hari Kishan Kondaveeti (VIT-AP University, India)
Copyright: 2021
Pages: 25
Source title: Artificial Neural Network Applications in Business and Engineering
Source Author(s)/Editor(s): Quang Hung Do (University of Transport Technology, Vietnam)
DOI: 10.4018/978-1-7998-3238-6.ch002

Keywords: Artificial Intelligence / Computer Science & IT / Engineering Science Reference / Neural Networks

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Abstract

Unknowingly, artificial intelligence (AI) has become an inevitable part of our lives. In this chapter, the authors discuss how the neural networks, a sub-part of AI, changed the way we analyse things. In this chapter, the advent of neural networks, inspiration from the human brain, simplification models of biological neuron models are discussed. Later, a detailed overview of various neural network models, their strengths, limitations, applications, and challenges are presented in detail.

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