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Immunocomputing : principles and applications

Immunocomputing : principles and applications

Material type
단행본
Personal Author
Tarakanov, A. O. Skormin, Victor A 1946- Sokolova, S. P. (Svetlana P.)
Title Statement
Immunocomputing : principles and applications / A.O. Tarakanov, V.A. Skormin, S.P. Sokolova.
Publication, Distribution, etc
New York :   Springer ,   c2003.  
Physical Medium
xi, 193 p. : ill. ; 25 cm.
ISBN
038795533X (alk. paper)
Bibliography, Etc. Note
Includes bibliographical references (p. [185]-190) and index.
Subject Added Entry-Topical Term
Immunocomputers. Molecular electronics.
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001 000045253819
005 20060516164716
008 021202s2003 nyua b 001 0 eng
010 ▼a 2002044508
020 ▼a 038795533X (alk. paper)
040 ▼a DLC ▼c DLC ▼d DLC ▼d 244002
042 ▼a pcc
082 0 0 ▼a 621.39/1 ▼2 21
090 ▼a 621.391 ▼b T176i
100 1 ▼a Tarakanov, A. O.
245 1 0 ▼a Immunocomputing : ▼b principles and applications / ▼c A.O. Tarakanov, V.A. Skormin, S.P. Sokolova.
260 ▼a New York : ▼b Springer , ▼c c2003.
300 ▼a xi, 193 p. : ▼b ill. ; ▼c 25 cm.
504 ▼a Includes bibliographical references (p. [185]-190) and index.
650 0 ▼a Immunocomputers.
650 0 ▼a Molecular electronics.
700 1 ▼a Skormin, Victor A ▼d 1946-
700 1 ▼a Sokolova, S. P. ▼q (Svetlana P.)

Holdings Information

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Contents information

Book Introduction

Overview This book introduces immunocomputing (Ie) as a new computing approach that replicates the principles of information processing by proteins and immune networks. It establishes a rigorous mathematical basis for IC, consistent with recent findings in immunology, and it presents various applications of IC to specific computationally intensive real-life problems. The hardware implementation aspects of the IC concept in an immunocomputer as a new kind of computing medium and its potential connections with modem biological microchips (biochips) and future biomolecular computers (biocomputers) are also discussed. All biological systems at the cellular and biomolecular levels are sophisticated mechanisms honed to perfection by millions of years of evolution, and their exploration provides inspiration for various novel concepts in science and engineering. Of these systems, however, only two types, the neural system and the immune system of the vertebrates, possess the extraordinary capabilities of "intellectual" information processing, which include memory, the ability to learn, to recognize, and to make decisions with respect to unknown situations. The potential of the natural neural system as a biological prototype of a computing scheme has already been utilized intensively in computer science through the mathematical and software models of artificial neural networks (ANN) and their hardware implementation in neural computers (see, e.g., Haykin, 1999; Wasserman, 1990).

Overview This book introduces immunocomputing (Ie) as a new computing approach that replicates the principles of information processing by proteins and immune networks. It establishes a rigorous mathematical basis for IC, consistent with recent findings in immunology, and it presents various applications of IC to specific computationally intensive real-life problems. The hardware implementation aspects of the IC concept in an immunocomputer as a new kind of computing medium and its potential connections with modem biological microchips (biochips) and future biomolecular computers (biocomputers) are also discussed. All biological systems at the cellular and biomolecular levels are sophisticated mechanisms honed to perfection by millions of years of evolution, and their exploration provides inspiration for various novel concepts in science and engineering. Of these systems, however, only two types, the neural system and the immune system of the vertebrates, possess the extraordinary capabilities of "intellectual" information processing, which include memory, the ability to learn, to recognize, and to make decisions with respect to unknown situations. The potential of the natural neural system as a biological prototype of a computing scheme has already been utilized intensively in computer science through the mathematical and software models of artificial neural networks (ANN) and their hardware implementation in neural computers (see, e.g., Haykin, 1999; Wasserman, 1990).


Information Provided By: : Aladin

Table of Contents

* Introduction * Mathematical basis of immunocomputing * Pattern recognition * Language representation and knowledge-based reasoning * Modeling of natural and technical systems * Applications * Immunocomputing systems: Architecture and implementation * Conclusion * Index


Information Provided By: : Aladin

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