<> Adaptive Filter Theory, 5e, is ideal for courses in Adaptive Filters. Haykin examines both the mathematical theory behind various linear adaptive filters and the elements of supervised multilayer perceptrons. In its fifth edition, this highly successful book has been updated and refined to stay current with the field and develop concepts in as unified and accessible a manner as possible.

When Socinianism was at the height of its power, Andrew Fuller challenged it in its self-professed point of greatest strength --the virtue encouraged by its principles of theistic rationality. Do the extended implications of its principles compare favorably with Calvinism in the development of virtue? Using their own writings and the admissions they make concerning piety and virtue among Socinians, Fuller compared both systems in their tendency to convert profligates to a life of holiness, to convert professed unbelievers, their development of a standard of morality, to encourage love to God, candor and benevolence toward men, encourage humility and charity, promote love for Christ and veneration of Scripture, develop happiness, cheerfulness, gratitude, obedience, and heavenly-mindedness in the followers of the respective systems. If challenged that he is being judgmental and has focused on subjective criteria, Fuller replied that he is merely engaging the Socinians at the place where they have invited investigation. Fuller intended to lay bare the emptiness of the Socinian boast to virtue. The work first was published in 1793.

The ESV Church History Study Bible is designed to help believers in all seasons of life understand the Bible-featuring 20,000 study notes from church history's most prominent figures.

A landmark text in LMS filter technology–– from the field’s leading authorities

In the field of electrical engineering and signal processing, few algorithms have proven as adaptable as the least-mean-square (LMS) algorithm. Devised by Bernard Widrow and M. Hoff, this simple yet effective algorithm now represents the cornerstone for the design of adaptive transversal (tapped-delay-line) filters.

Today, working efficiently with LMS adaptive filters not only involves understanding their fundamentals, it also means staying current with their many applications in practical systems. However, no single resource has presented an up-to-the-minute examination of these and all other essential aspects of LMS filters–until now.

Edited by Simon Haykin and Bernard Widrow, the original inventor of the technology, Least-Mean-Square Adaptive Filters offers the most definitive look at the LMS filter available anywhere. Here, readers will get a commanding perspective on the desirable properties that have made LMS filters the turnkey technology for adaptive signal processing. Just as importantly, Least-Mean-Square Adaptive Filters brings together the contributions of renowned experts whose insights reflect the state-of-the-art of the field today. In each chapter, the book presents the latest thinking on a wide range of vital, fast-emerging topics, including:

• Traveling-wave analysis of long LMS filters
• Energy conservation and the learning ability of LMS adaptive filters
• Robustness of LMS filters
• Dimension analysis for LMS filters
• Affine projection filters
• Proportionate adaptation
• Dynamic adaptation
• Error whitening Wiener filters

As the editors point out, there is no direct mathematical theory for the stability and steady-state performance of the LMS filter. But it is possible to chart its behavior in a stationary and nonstationary environment. Least-Mean-Square Adaptive Filters puts these defining characteristics into sharp focus, and–more than any other source–brings you up to speed on everything that the LMS filter has to offer.

'Waiting on the Spirit of Promise' is a study of the life and ministry of Abraham Cheare (1626-1668), containing selections from Cheare's works, and rescuing an important seventeenth-century English Baptist from obscurity. Cheare has been overshadowed by other more celebrated Baptist contemporaries, but as the pastor of the Particular Baptist work in Plymouth, Devon, Cheare played a key role in the advance of the Baptist cause in the West Country in the 1650s. His 'Sighs for Sion' is an excellent illustration of early Baptist piety. With the Restoration of the monarchy in 1660, Cheare, like many other Dissenters, suffered arrest for his refusal to give up preaching. Cheare's prison writings reveal both a sturdy faith in God and a deep-seated piety. Despite the fact that he was incarcerated in a series of "nasty prisons", Cheare used this time of suffering to deepen his walk with God and so provide a model for his congregation of Christian integrity and joy in the midst of trial. To the very end of his life, Cheare eagerly awaited further outpourings of the Spirit of Promise upon the Church and looked forward to that day when his Lord Jesus would make all things right.

Clearly modeled on Jonathan Edwards' life of David Brainerd, Andrew Fuller's memoir for his close friend Samuel Pearce was written out of the conviction that telling the stories of the lives of remarkable Christians is a means of grace for the church. This new critical edition of the memoir is based on the 1808 third edition and documents the way that Fuller modified the text after its original printing in 1800. A substantial introduction discusses the evangelical use of biography, sets the memoir in the context of Fuller's literary corpus, and provides an overview of Pearce's life, touching on areas not fully treated by Fuller.

The year 2013 welcomes a major anniversary: 450 years of the Heidelberg Catechism. This Protestant confessional was written in Heidelberg in 1563 on behalf of Frederick III, Elector Palatine, and spread over the world when it was approved on the Synod of Dort in 1619. Since then, the Heidelberg Catechism has shaped the spiritual and political life and became a symbol of change and departure from the old in Europe, America, and Asia. To this day, the Heidelberg Catechism is one of the most influential catechisms of the Reformed Church and is in everyday use by more than 20 million people worldwide. The Palatinate Museum Heidelberg (KMH), State Palaces and Gardens Baden-Wurttemberg (SSG), the foundation Refo500, and the Johannes A Lasco Library (JALB) will celebrate the anniversary of the Heidelberg Catechism together with several events. The heart of the activities is a joint exhibition presented by KMH and SSG in two locations in Heidelberg, an exhibition at Palace Het Loo in Apeldoorn, as well as this companion to the exhibition that is realized by Refo500. In addition, the Johannes A Lasco Library supported this project with a conference in March 2011; the conference papers are also included. In this volume, well-known specialists in the field present how the Heidelberg Catechism spread and influenced culture, education, and ecclesiastical life. Together with over 700 photographs depicting objects in the exhibition, as well as illustrating the contributions, Power of Faith: 450 Years of the Heidelberg Catechism is an incomparable testament to the history of the Heidelberg Catechism, as well as its continued use today - a fitting tribute to this important anniversary.

While Baptists through the years have been certain that "war is hell", they have not always been able to agree on how to respond to it. This book traces much of this troubled relationship from the days of Baptist origins with close ties to pacifist Anabaptists to the responses of Baptists in America to the Vietnam War. Essays also include discussions of the English Baptist Andrew Fuller's response to the threat of Napoleon, how Baptists in America dealt with the War of 1812, the support of Canadian Baptists for Britain's war in Sudan and Abyssinia in the 1880s, the decisive effect of the First World War on Canada's T.T. Shields, the response of Australian Baptists to the Second World War, and how Russian Baptists dealt with the Cold War. These chapters provide important analyses of Baptist reactions to various manifestations of one of society's most intractable problems.

This best-selling, easy to read book offers the most complete discussion on the theories and principles behind today's most advanced communications systems. Throughout, Haykin emphasizes the statistical underpinnings of communication theory in a complete and detailed manner. Readers are guided though topics ranging from pulse modulation and passband digital transmission to random processes and error-control coding. The fifth edition has also been revised to include an extensive treatment of digital communications.

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 equalization algorithms.

Divided into two volumes for ease of presentation, this important work shows how these algorithms, although developed independently, are closely related foundations of unsupervised adaptive filtering. Through contributions by the foremost experts on the subject, the book provides an up-to-date account of research findings, explains the underlying theory, and discusses potential applications in diverse fields. More than 100 illustrations as well as case studies, appendices, and references further enhance this excellent resource. Following coverage begun in Volume I: Blind Source Separation, this volume discusses:

• The core of FSE-CMA behavior theory
• Relationships between blind deconvolution and blind source separation
• Blind separation of independent sources based on multiuser kurtosis optimization criteria

Radar Array Processing presents modern techniques and methods for processingradar signals received by an array of antenna elements. With the recent rapid growth of the technology of hardware for digital signal processing, itis now possible to apply this to radar signals and thus to enlist the full power of sophisticated computational algorithms. Topics covered in detail here include: super-resolution methods of array signal processing as applied to radar, adaptive beam forming for radar, and radar imaging. This book will be of interest to researchers and studentsin the radar community and also in related fields such as sonar, seismology, acoustics and radio astronomy.

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 filter. Other chapters cover:

• An algorithm for the training of feedforward and recurrent multilayered perceptrons, based on the decoupled extended Kalman filter (DEKF)
• Applications of the DEKF learning algorithm to the study of image sequences and the dynamic reconstruction of chaotic processes
• The dual estimation problem
• Stochastic nonlinear dynamics: the expectation-maximization (EM) algorithm and the extended Kalman smoothing (EKS) algorithm
• The unscented Kalman filter

Each chapter, with the exception of the introduction, includes illustrative applications of the learning algorithms described here, some of which involve the use of simulated and real-life data. Kalman Filtering and Neural Networks serves as an expert resource for researchers in neural networks and nonlinear dynamical systems.