Advances in electromagnetics empowered by artificial intelligence and deep learning /
edited by Sawyer D. Campbell and Douglas H. Werner.
- 1 online resource
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."--
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.
9781119853893
2023015932
Electromagnetism. Artificial intelligence. Deep learning (Machine learning)