Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Information Theoretic Learning

Information Theoretic Learning

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9781441915696
Condition
New
Product Description

This book presents the first cohesive treatment of Information Theoretic Learning (ITL) algorithms to adapt linear or nonlinear learning machines both in supervised or unsupervised paradigms. ITL is a framework where the conventional concepts of second order statistics (covariance, L2 distances, correlation functions) are substituted by scalars and functions with information theoretic underpinnings, respectively entropy, mutual information and correntropy. ITL quantifies the stochastic structure of the data beyond second order statistics for improved performance without using full-blown Bayesian approaches that require a much larger computational cost. This is possible because of a non-parametric estimator of Renyis quadratic entropy that is only a function of pairwise differences between samples. The book compares the performance of ITL algorithms with the second order counterparts in many engineering and machine learning applications. Students, practitioners and researchers interested in statistical signal processing, computational intelligence, and machine learning will find in this book the theory to understand the basics, the algorithms to implement applications, and exciting but still unexplored leads that will provide fertile ground for future research. Jos C. Principe is Distinguished Professor of Electrical and Biomedical Engineering, and BellSouth Professor at the University of Florida, and the Founder and Director of the Computational NeuroEngineering Laboratory. He is an IEEE and AIMBE Fellow, Past President of the International Neural Network Society, Past Editor-in-Chief of the IEEE Trans. on Biomedical Engineering and the Founder Editor-in-Chief of the IEEE Reviews on Biomedical Engineering. He has written an interactive electronic book on Neural Networks, a book on Brain Machine Interface Engineering and more recently a book on Kernel Adaptive Filtering, and was awarded the 2011 IEEE NeuralNetwork Pioneer Award.

Available Colors
Available Sizes
1 Offer Price Range: $169.00 - $169.00
BEST PRICE

Single Product Purchase

$169.00
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$169.00 $169.00

$169.00
See Site In stock Visit Store

Similar Products

Digital Science 2019

$169.00

The Treatment of Hodgkins Disease

$109.99

National Institute of Allergy and Infectious Diseases, NIH

$219.99

Advances in Cell Biology

$84.99

Complexity Theory and Cryptology

$54.99

Jean Le Rond D'Alembert: A New Theory of the Resistance of Fluids

$89.00

Research on Project, Programme and Portfolio Management

$139.00

Software Product Lines

$39.99

The Annealing Algorithm

$169.99

Auendienstarbeit und neue Technologien

$69.95

Intelligent Systems and Networks

$329.99

An Introduction to Analytic Functions

$39.99

Rassismus in Deutschland

$54.99

Software Engineering and Computer Systems, Part III

$169.99

Privacy and Security Issues in Data Mining and Machine Learning

$39.99

Der Schmerz- und Rheumakranke

$84.99

Dynamic Meteorology: Data Assimilation Methods

$109.99

The Dynamics of Science and Technology

$109.99

Lernende Organisation

$64.99

Discrete Mathematics and Theoretical Computer Science

$39.99

Indianerbilder

$64.99

Dysexecutive Syndromes

$99.99

Micromechanics and Nanomechanics of Composite Solids

$199.99

High-Need Schools

$39.99

Subjective Well-Being in the Indian Context

$39.99

Wettbewerb und Recht

$69.99

Resource Management for Internet of Things

$59.99

Abenteuer Zellbiologie - Streifzge durch die Geschichte

$39.99

Whos to Blame for Greece?

$129.99

Binde- und Sttzgewebe

$84.99

Molecular Mechanisms of Alcohol

$169.00

Cam Jansen and the Secret Service Mystery

$3.71

Biomathematik

$39.99

Untersuchung einiger Niederschlge von langer Dauer und weiter Verbreitung in Norddeutschland

$54.99

Numerische Methoden der Mechanik

$84.99

Netherlands Quarterly for the History of Art

$74.99

Communications, Signal Processing, and Systems

$299.00

Community Revival in the Wake of Disaster

$79.99

Handbook of Techniques in Plant Histopathology

$109.99

Migration and Media in Finland

$99.99