Principal Component Analysis Networks and Algorithms - Changhua Hu,Xiangyu Kong,Zhansheng Duan
-40% koodiga BOOKS
Saadetis 17-23 tööpäeva jooksul
30-päevane tagastamisõigus
This book not only provides a comprehensive introduction to neural-based PCA methods in control science, but also presents many novel PCA algorithms and their extensions and generalizations, e.g., dual purpose, coupled PCA, GED, neural based SVD algorithms, etc. It also discusses in detail various analysis methods for the convergence, stabilizing, self-stabilizing property of algorithms, and introduces the ... Täielik kirjeldus
Võib-olla meeldib sulle ka
TOP
Determined: The Science of Life Without Free Will
-40% koodiga BOOKS
Meie tarnija laos
TOP
The Light Eaters: How the Unseen World of Plant Intelligence Offers a New Understanding of Life on Earth
-40% koodiga BOOKS
Meie tarnija laos
TOP
Why We Sleep: Unlocking the Power of Sleep and Dreams
-40% koodiga BOOKS
Laos
TOP
The Rise and Fall of the Dinosaurs: A New History of a Lost World
-40% koodiga BOOKS
Meie tarnija laos
TOP
Biology: A Global Approach, Global Edition
Neil Campbell, Rebecca Orr, Lisa Urry, Peter Minorsky, Michael Cain, Jane Reece, Steven Wasserman
-40% koodiga BOOKS
Meie tarnija laos
TOP
Six Not-so-easy Pieces: Einstein's Relativity, Symmetry, and Space-Time
Richard P. Feynman, Robert B. Leighton, Matthew Sands
-40% koodiga BOOKS
Meie tarnija laos
TOP
Explaining AuDHD: The expert-led guide to Autism and ADHD Co-concurrence
-40% koodiga BOOKS
Meie tarnija laos
TOP
The Age of Alchemy: How Early Innovators Shaped Modern Chemistry
-40% koodiga BOOKS
Meie tarnija laos
TOP
The Secrets of our DNA: How Genetics has Changed the World
-40% koodiga BOOKS
Meie tarnija laos
TOP
How to Solve it: A New Aspect of Mathematical Method
-40% koodiga BOOKS
Meie tarnija laos
TOP
Factfulness: Ten Reasons We're Wrong About the World--and Why Things Are Better Than You Think
Ola Rosling, Anna Rosling Rönnlund, Hans Rosling
-40% koodiga BOOKS
Meie tarnija laos
TOP
Why Machines Learn: The Elegant Maths Behind Modern AI
-40% koodiga BOOKS
Meie tarnija laos
TOP
Entangled Life: How Fungi Make Our Worlds, Change Our Minds and Shape Our Futures
-40% koodiga BOOKS
Meie tarnija laos
TOP
Life As No One Knows It: The Physics of Life's Emergence
-40% koodiga BOOKS
Meie tarnija laos
TOP
The Rise and Reign of the Mammals: A New History, from the Shadow of the Dinosaurs to Us
-40% koodiga BOOKS
Meie tarnija laos
TOP
Learn Faster, Perform Better: A Musician's Guide to the Neuroscience of Practicing
-40% koodiga BOOKS
Meie tarnija laos
TOP
Janeway's Immunobiology
Leslie J. Berg, Kenneth Murphy, Casey Weaver
-40% koodiga BOOKS
Meie tarnija laos
TOP
The Road to Reality: A Complete Guide to the Laws of the Universe
-40% koodiga BOOKS
Meie tarnija laos
Kirjeldus
This book not only provides a comprehensive introduction to neural-based PCA methods in control science, but also presents many novel PCA algorithms and their extensions and generalizations, e.g., dual purpose, coupled PCA, GED, neural based SVD algorithms, etc. It also discusses in detail various analysis methods for the convergence, stabilizing, self-stabilizing property of algorithms, and introduces the deterministic discrete-time systems method to analyze the convergence of PCA/MCA algorithms. Readers should be familiar with numerical analysis and the fundamentals of statistics, such as the basics of least squares and stochastic algorithms. Although it focuses on neural networks, the book only presents their learning law, which is simply an iterative algorithm. Therefore, no a priori knowledge of neural networks is required. This book will be of interest and serve as a reference source to researchers and students in applied mathematics, statistics, engineering, and other related fields.
Lisateave
| Autor | Changhua Hu, Xiangyu Kong, Zhansheng Duan |
|---|---|
| Kirjastaja | Springer Nature Singapore |
| Väljalaskeaasta | 2017 |
| Kaanetüüp | Kõvakaaneline |
| EAN | 9789811029134 |