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Artificial Neural Networks

Artificial Neural Networks

ISBN13: 9781522573685|ISBN10: 1522573682|EISBN13: 9781522573692
DOI: 10.4018/978-1-5225-7368-5.ch004
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MLA

Walczak, Steven. "Artificial Neural Networks." Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction, edited by Mehdi Khosrow-Pour, D.B.A., IGI Global, 2019, pp. 40-53. https://doi.org/10.4018/978-1-5225-7368-5.ch004

APA

Walczak, S. (2019). Artificial Neural Networks. In M. Khosrow-Pour, D.B.A. (Ed.), Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction (pp. 40-53). IGI Global. https://doi.org/10.4018/978-1-5225-7368-5.ch004

Chicago

Walczak, Steven. "Artificial Neural Networks." In Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction, edited by Mehdi Khosrow-Pour, D.B.A., 40-53. Hershey, PA: IGI Global, 2019. https://doi.org/10.4018/978-1-5225-7368-5.ch004

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Abstract

This chapter examines the history of artificial neural networks research through the present day. The components of artificial neural network architectures and both unsupervised and supervised learning methods are discussed. Although a step-by-step tutorial of how to develop artificial neural networks is not included, additional reading suggestions covering artificial neural network development are provided. The advantages and disadvantages of artificial neural networks for research and real-world applications are presented as well as potential solutions to many of the disadvantages. Future research directions for the field of artificial neural networks are presented.

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