Advances in electromagnetics empowered by artificial intelligence and deep learning / edited by Sawyer D. Campbell and Douglas H. Werner.
Contributor(s): Campbell, Sawyer D [editor.] | Werner, Douglas H [editor.]
Language: English Publisher: Hoboken, New Jersey : Wiley-IEEE Press, [2023]Description: 1 online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9781119853893Subject(s): Electromagnetism | Artificial intelligence | Deep learning (Machine learning)Genre/Form: Electronic books.DDC classification: 537.0285/63 LOC classification: QC760 | .A2862 2023Online resources: Full text is available at Wiley Online Library Click here to view Summary: "Definitions and Basics of Deep Learning and Artificial Intelligence The availability of compute power and abundance of data has resulted in the tremendous success of deep learning algorithms. Neural Networks often outperform their human counterparts in a variety of tasks, ranging from image classification to sentiment analysis of text. Neural networks can even play video games [Mnih et al., 2013] and generate artwork [Ramesh et al., 2022]. In this chapter we introduce the basic concepts needed to understand neural networks."-- Provided by publisher.| Item type | Current location | Home library | Call number | Status | Date due | Barcode | Item holds |
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COLLEGE LIBRARY | COLLEGE LIBRARY | 537.028563 Ad955 2023 (Browse shelf) | Available (In Process) |
Includes index.
"Definitions and Basics of Deep Learning and Artificial Intelligence The availability of compute power and abundance of data has resulted in the tremendous success of deep learning algorithms. Neural Networks often outperform their human counterparts in a variety of tasks, ranging from image classification to sentiment analysis of text. Neural networks can even play video games [Mnih et al., 2013] and generate artwork [Ramesh et al., 2022]. In this chapter we introduce the basic concepts needed to understand neural networks."-- Provided by publisher.
About the Author
Sawyer D. Campbell is an Assistant Research Professor in the Pennsylvania State University Department of Electrical Engineering where he is also the associate director of the Computational Electromagnetics and Antennas Research Lab.
Douglas H. Werner is the director of the Computational Electromagnetics and Antennas Research Lab as well as a faculty member of the Materials Research Institute at Penn State.
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