Interpretability in Deep Learning
Heftet /
2024
/ Engelsk
Product details
ISBN
9783031206412
Published
2024-05-02
Publisher
Springer International Publishing AG; Springer International Publishing AG
Height
235 mm
Width
155 mm
Age
Research, P, 06
Language
Product language
Engelsk
Format
Product format
Heftet
Number of pages
20
This book is a comprehensive curation, exposition and illustrative discussion of recent research tools for interpretability of deep learning models, with a focus on neural network architectures.
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This book is a comprehensive curation, exposition and illustrative discussion of recent research tools for interpretability of deep learning models, with a focus on neural network architectures. In addition, it includes several case studies from application-oriented articles in the fields of computer vision, optics and machine learning related topic.
The book can be used as a monograph on interpretability in deep learning covering the most recent topics as well as a textbook for graduate students. Scientists with research, development and application responsibilities benefit from its systematic exposition.
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Presents full coverage of interpretability in deep learning Explains the fundamental concepts of interpretability and the state of the art on the topic Includes fuzzy deep learning architectures
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Product details
ISBN
9783031206412
Published
2024-05-02
Publisher
Springer International Publishing AG; Springer International Publishing AG
Height
235 mm
Width
155 mm
Age
Research, P, 06
Language
Product language
Engelsk
Format
Product format
Heftet
Number of pages
20