Joos Vandewalle – författare
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3 produkter
3 produkter
Inbunden, Engelska, 2000
1 667 kr
Skickas inom 10-15 vardagar
This volume deals with two new types of neurons: multi-valued neurons and universal binary neurons. These neurons are based on complex number arithmetic and are hence much more powerful than the typical neurons used in artificial neural networks. Therefore, networks with such neurons exhibit a broad functionality. They can not only realize threshold input/output maps but can also implement any arbitrary Boolean function. Two learning methods are presented whereby these networks can be trained easily. The broad applicability of these networks is proven by several case studies in different fields of application: image processing, edge detection, image enhancement, super resolution, pattern recognition, face recognition, and prediction. The book is hence partitioned into three almost equally sized parts: a mathematical study of the unique features of these new neurons, learning of networks of such neurons, and application of such neural networks. Most of this work was developed by the first two authors over a period of more than 10 years and was only available in the Russian literature.
Häftad, Engelska, 1992
906 kr
Skickas inom 5-8 vardagar
This is the first book devoted entirely to total least squares. The authors give a unified presentation of the TLS problem. A description of its basic principles are given, the various algebraic, statistical and sensitivity properties of the problem are discussed, and generalizations are presented. Applications are surveyed to facilitate uses in an even wider range of applications. Whenever possible, comparison is made with the well-known least squares methods.A basic knowledge of numerical linear algebra, matrix computations, and some notion of elementary statistics is required of the reader; however, some background material is included to make the book reasonably self-contained.
Häftad, Engelska, 1993
523 kr
Skickas inom 10-15 vardagar
This volume is based on a course held several times, and again in 1993, at the ESAT Laboratorium of the Department of Electrical Engineering at the Katholieke Universiteit Leuven in Belgium. These courses are intended for both researchers in computer security and cryptography and for practitioners in industry and government. The contributors of the 1991 course were invited to submit revised and updated versions of their papers for inclusion in a book. This volume is the final result; it is well- balanced between basic theory and real life applications, between mathematical background and juridical aspects, and between technical developments and standardization issues. Some of the topics are public key cryptography, hash functions, secure protocols, digital signatures, security architectures, network security, and data encryption standards (DES).