Items related to Geometry of Deep Learning: A Signal Processing Perspective...
Geometry of Deep Learning: A Signal Processing Perspective (Mathematics in Industry, 37) - Hardcover
- PublisherSpringer
- Publication date2022
- ISBN 10 981166045X
- ISBN 13 9789811660450
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages346
Search results for Geometry of Deep Learning: A Signal Processing Perspective...
Stock Image
Geometry of Deep Learning A Si
Seller: SecondSale, Montgomery, IL, U.S.A.
Seller rating 5 out of 5 stars
Condition: Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00073336503
Quantity: 1 available
Stock Image
Geometry of Deep Learning A Si
Seller: SecondSale, Montgomery, IL, U.S.A.
Seller rating 5 out of 5 stars
Condition: Very Good. Item in very good condition! Textbooks may not include supplemental items i.e. CDs, access codes etc. Seller Inventory # 00080411744
Quantity: 1 available
Seller Image
Geometry of Deep Learning: A Signal Processing Perspective (Mathematics in Industry, 37)
Seller: Blue Vase Books, Interlochen, MI, U.S.A.
Seller rating 5 out of 5 stars
Condition: good. The item shows wear from consistent use, but it remains in good condition and works perfectly. All pages and cover are intact including the dust cover, if applicable . Spine may show signs of wear. Pages may include limited notes and highlighting. May NOT include discs, access code or other supplemental materials. Seller Inventory # BVV.981166045X.G
Quantity: 1 available
Seller Image
Geometry of Deep Learning : A Signal Processing Perspective
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 44057667
Quantity: Over 20 available
Seller Image
Geometry of Deep Learning : A Signal Processing Perspective
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 44057667-n
Quantity: Over 20 available
Stock Image
Geometry of Deep Learning: A Signal Processing Perspective (Mathematics in Industry, 37)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9789811660450_new
Quantity: Over 20 available
Stock Image
Geometry of Deep Learning
Seller: Basi6 International, Irving, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Seller Inventory # ABEJUNE24-325881
Quantity: 2 available
Seller Image
Geometry of Deep Learning : A Signal Processing Perspective
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 44057667-n
Quantity: Over 20 available
Seller Image
Geometry of Deep Learning
Published by
Springer Nature Singapore Jan 2022, 2022
ISBN 10: 981166045X
ISBN 13: 9789811660450
New
Hardcover
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The focus of this book is on providing students with insights into geometry that can help them understand deep learning from a unified perspective. Rather than describing deep learning as an implementation technique, as is usually the case in many existing deep learning books, here, deep learning is explained as an ultimate form of signal processing techniques that can be imagined.To support this claim, an overview of classical kernel machine learning approaches is presented, and their advantages and limitations are explained. Following a detailed explanation of the basic building blocks of deep neural networks from a biological and algorithmic point of view, the latest tools such as attention, normalization, Transformer, BERT, GPT-3, and others are described. Here, too, the focus is on the fact that in these heuristic approaches, there is an important, beautiful geometric structure behind the intuition that enables a systematic understanding. A unified geometric analysis to understand the working mechanism of deep learning from high-dimensional geometry is offered. Then, different forms of generative models like GAN, VAE, normalizing flows, optimal transport, and so on are described from a unified geometric perspective, showing that they actually come from statistical distance-minimization problems.Because this book contains up-to-date information from both a practical and theoretical point of view, it can be used as an advanced deep learning textbook in universities or as a reference source for researchers interested in acquiring the latest deep learning algorithms and their underlying principles. In addition, the book has been prepared for a codeshare course for both engineering and mathematics students, thus much of the content is interdisciplinary and will appeal to students from both disciplines. 348 pp. Englisch. Seller Inventory # 9789811660450
Quantity: 2 available
Seller Image
Geometry of Deep Learning : A Signal Processing Perspective
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 44057667
Quantity: Over 20 available