|
Books > Computing & IT > Applications of computing > Artificial intelligence
|
Buy Now
Principal Component Analysis Networks and Algorithms (Hardcover, 1st ed. 2017)
Loot Price: R4,922
Discovery Miles 49 220
|
|
|
Principal Component Analysis Networks and Algorithms (Hardcover, 1st ed. 2017)
Expected to ship within 12 - 17 working days
|
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.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
You might also like..
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
