Neural Networks in a Softcomputing Framework

Neural Networks in a Softcomputing Framework
Author :
Publisher : Springer Science & Business Media
Total Pages : 610
Release :
ISBN-10 : 9781846283031
ISBN-13 : 1846283035
Rating : 4/5 (035 Downloads)

Book Synopsis Neural Networks in a Softcomputing Framework by : Ke-Lin Du

Download or read book Neural Networks in a Softcomputing Framework written by Ke-Lin Du and published by Springer Science & Business Media. This book was released on 2006-08-02 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: This concise but comprehensive textbook reviews the most popular neural-network methods and their associated techniques. Each chapter provides state-of-the-art descriptions of important major research results of the respective neural-network methods. A range of relevant computational intelligence topics, such as fuzzy logic and evolutionary algorithms – powerful tools for neural-network learning – are introduced. The systematic survey of neural-network models and exhaustive references list will point readers toward topics for future research. The algorithms outlined also make this textbook a valuable reference for scientists and practitioners working in pattern recognition, signal processing, speech and image processing, data analysis and artificial intelligence.


Neural Networks in a Softcomputing Framework Related Books

Neural Networks in a Softcomputing Framework
Language: en
Pages: 610
Authors: Ke-Lin Du
Categories: Technology & Engineering
Type: BOOK - Published: 2006-08-02 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This concise but comprehensive textbook reviews the most popular neural-network methods and their associated techniques. Each chapter provides state-of-the-art
Neural Networks and Statistical Learning
Language: en
Pages: 834
Authors: Ke-Lin Du
Categories: Technology & Engineering
Type: BOOK - Published: 2013-12-09 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Providing a broad but in-depth introduction to neural network and machine learning in a statistical framework, this book provides a single, comprehensive resour
Recurrent Neural Networks and Soft Computing
Language: en
Pages: 306
Authors: Mahmoud ElHefnawi
Categories: Computers
Type: BOOK - Published: 2012-03-30 - Publisher: BoD – Books on Demand

DOWNLOAD EBOOK

New applications in recurrent neural networks are covered by this book, which will be required reading in the field. Methodological tools covered include rankin
Neuro-fuzzy and Soft Computing
Language: en
Pages: 658
Authors: Jyh-Shing Roger Jang
Categories: Computers
Type: BOOK - Published: 1997 - Publisher: Pearson Education

DOWNLOAD EBOOK

Neuro-Fuzzy and Soft Computing provides the first comprehensive treatment of the constituent methodologies underlying neuro-fuzzy and soft computing, an evolvin
Explainable Neural Networks Based on Fuzzy Logic and Multi-criteria Decision Tools
Language: en
Pages: 186
Authors: József Dombi
Categories: Technology & Engineering
Type: BOOK - Published: 2021-04-28 - Publisher: Springer Nature

DOWNLOAD EBOOK

The research presented in this book shows how combining deep neural networks with a special class of fuzzy logical rules and multi-criteria decision tools can m