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State-of-the-art coverage of Kalman filter methods for the design of neural networks

This self-contained book consists of seven chapters by expert contributors that discuss Kalman filtering as applied to the training and use of neural networks. Although the traditional approach to the subject is almost always linear, this book recognizes and deals with the fact that real problems are most often nonlinear.

The first chapter offers an introductory treatment of Kalman filters with an emphasis on basic Kalman filter theory, Rauch-Tung-Striebel smoother, and the extended Kalman...

Simon Haykin is a well-known author of books on neural networks.
* An authoritative book dealing with cutting edge technology.
* This book has no competition.

The first truly up-to-date look at the theory and capabilities of nonlinear dynamical systems that take the form of feedforward neural network structures
Considered one of the most important types of structures in the study of neural networks and neural-like networks, feedforward networks incorporating dynamical elements have important properties and are of use in many applications. Specializing in experiential knowledge, a neural network stores and expands its knowledge base via strikingly human routes-through a learning process and information storage involving interconnection...

A complete, one-stop reference on the state of the art of unsupervised adaptive filtering

While unsupervised adaptive filtering has its roots in the 1960s, more recent advances in signal processing, information theory, imaging, and remote sensing have made this a hot area for research in several diverse fields. This book brings together cutting-edge information previously available only in disparate papers and articles, presenting a thorough and integrated treatment of the two major classes of algorithms used in the field, namely, blind signal separation and blind channel...

A groundbreaking book from Simon Haykin, setting out the fundamental ideas and highlighting a range of future research directions.

Offers the most complete, up-to-date coverage available on the principles of digital communications. Focuses on basic issues, relating theory to practice wherever possible. Numerous examples, worked out in detail, have been included to help the reader develop an intuitive grasp of the theory. Topics covered include the sampling process, digital modulation techniques, error-control coding, robust quantization for pulse-code modulation, coding speech at low bit radio, information theoretic concepts, coding and computer communication. Because the book covers a broad range of topics in digital...

With contributions by numerous experts

Design and MATLAB concepts have been integrated in text. Integrates applications as it relates signals to a remote sensing system, a controls system, radio astronomy, a biomedical system and seismology.

Read the Stories of Eight Remarkable Women and Their Vital Contributions to Church History

Throughout history, women have been crucial to the growth and flourishing of the church. Historian Michael A. G. Haykin highlights the lives of eight of these women who changed the course of history, showing how they lived out their unique callings despite challenges and opposition--inspiring modern men and women to imitate their godly examples today.

Jane Grey: The courageous Protestant martyr who held fast to her conviction that salvation is by faith...

Contemporary pastors and church leaders help explain the basic doctrines of the Christian faith in an easy, understandable way. (Christian)

Historian Michael Haykin examines the lives of such Reformers as William Tyndale, Thomas Cranmer and John Calvin to see how their display of the light of the gospel in their day provides us with a "usable past"-models of Christian conviction and living who can speak into our lives today. Born in a time of spiritual darkness, they model what reformation involves for church and culture: a deep commitment to God's Word as the vehicle of renewal, a willingness to die for the gospel and a rock-solid commitment to the triune God. As a reminder that at the heart of the Reformation was a confessional...

Calvinist missionaries.

If you think that sounds like an oxymoron, you're not alone. Yet a close look at John Calvin's life, writings, and successors reveals a passion for the spread of the gospel and the salvation of sinners.

From training pastors at his Genevan Academy to sending missionaries to the jungles of Brazil, Calvin consistently sought to encourage and equip Christians to take the good news of salvation to the very ends of the earth. In this carefully researched book, Michael Haykin and Jeffrey Robinson clear away longstanding stereotypes related to the Reformed...

The Spirit of God examines the use of 1 and 2 Corinthians by two fourth-century Greek Christian authors, Athanasius and Basil of Caesarea, especially as it relates to the doctrine of the Holy Spirit. The controversy over the nature and status of the Spirit during the latter half of the fourth century is detailed in order to place in context the examination of the way in which the theological concerns of Athanasius and Basil shaped their pneumatological interpretation of the Corinthian correspondence. This examination will be of value to patristic scholars interested in the way that...