My Wish Lists Login / Join

Neural Networks in a Softcomputing Framework

By: Ke-Lin Du, M.N.S. Swamy

Write A Review

Hardcover | 18 April 2006

At a Glance

Hardcover
620 Pages

Dimensions(cm)
23.5 x 16.51 x 3.81

Hardcover

$84.99

or 4 interest-free payments of $21.25 with

Ships in 5 to 7 business days

Neural Networks in a Softcomputing Framework presents a thorough review of the most popular neural-network methods and their associated techniques. This concise but comprehensive textbook provides a powerful and universal paradigm for information processing. Each chapter provides state-of-the-art descriptions of the 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. Array signal processing problems are discussed in order to illustrate the applications of each neural-network model. The systematic survey of each neural-network model and the exhaustive list of references will enable researchers and students to find suitable topics for future research. The important 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.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.

Defective items

If there is a problem with any of the items received for your order then the Booktopia Customer Care team is ready to assist you.

For more info please visit our Help Centre.

Introduction
Fundamentals of Machine Learning and Softcomputing
Multilayer Perceptrons
Hopfield Networks and Boltzmann Machines
Competitive Learning and Clustering
Radial Basis Function Networks
Principal Component Analysis Networks
Fuzzy Logic and Neuro-fuzzy Systems
Evolutionary Algorithms and Evolving Neural Networks
Discussion and Outlook
Appendix: Mathematical Preliminaries
Table of Contents provided by Publisher. All Rights Reserved.

Neural Networks in a Softcomputing Framework

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Pattern Recognition

Modern Machine Learning and Pattern Recognition

Markov Decision Processes and Reinforcement Learning

Beyond Slop

Professional AI image creation

Making Sense of Modern Science

A Tour for the Curious

Complexity in Computer Science

Mathematics for Machine Learning

AI Projects with Raspberry Pi

High-performance artificial intelligence for robotics, security, home automation, and vision

Generative AI on AWS

Building Context-Aware Multimodal Reasoning Applications

Deep Learning for Finance

Creating Machine & Deep Learning Models for Trading in Python

Reinforcement Learning for Finance

A Python-Based Introduction

Llms and Generative AI for Healthcare

The Next Frontier

Becoming an AI Researcher

Practical Advice for Graduate Students

Introduction to Deep Learning

Neural Networks, Large Language Models and Agentic AI

Individual-based Methods in Forest Ecology and Management

Document Analysis Systems II

Series in Machine Perception and Artificial Intelligence

Ram-Based Neural Networks

Progress in Neural Processing, 9

Neural Networks for Pattern Recognition and Their Applications

Advances in Structural and Syntactic Pattern Recognition : Proceedings of the International Workshop on Structural and Syntactic Pattern Recognition, Bern, Switzerland, August 26-28, 1992

SERIES IN MACHINE PERCEPTION & ARTIFICIAL INTELL

Shape, Structure and Pattern Recognition

VLSI and Parallel Computing for Pattern Recognition and Artificial Intelligence

Series in Machine Perception and Artificial Intelligence

Intelligent Image Database Systems

Series on Software Engineering and Knowledge Engineering

Theory and Applications of Image Analysis II : Selected Papers from the 9th Scandinavian Conference on Image Analysis

Selected Papers from the 9th Scandinavian Conference on Image Analysis

State of the Art in Digital Mammographic Image Amalysis

Series in Machine Perception and Artificial Intelligence

Soft Computing Approach to Pattern Recognition and Image Processing

Series in Machine Perception and Artificial Intelligence

This product is categorised by