Immunocomputing: Principles and Applications
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 applica...
Gespeichert in:
| Hauptverfasser: | , , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer New York
2003
|
| Ausgabe: | 1st ed. 2003 |
| Schlagworte: | |
| Online-Zugang: | UBY01 Volltext |
| Zusammenfassung: | 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) |
| Beschreibung: | 1 Online-Ressource (XI, 193 p. 22 illus) |
| ISBN: | 9781475738070 |
| DOI: | 10.1007/978-1-4757-3807-0 |
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| author | Tarakanov, Alexander O. Skormin, Victor A. Sokolova, S.P |
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| discipline | Informatik |
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| edition | 1st ed. 2003 |
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| id | DE-604.BV047064231 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T16:12:22Z |
| indexdate | 2024-07-10T09:01:34Z |
| institution | BVB |
| isbn | 9781475738070 |
| language | English |
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| spelling | Tarakanov, Alexander O. Verfasser aut Immunocomputing Principles and Applications by Alexander O. Tarakanov, Victor A. Skormin, S.P. Sokolova 1st ed. 2003 New York, NY Springer New York 2003 1 Online-Ressource (XI, 193 p. 22 illus) txt rdacontent c rdamedia cr rdacarrier 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) Artificial Intelligence Theory of Computation Artificial intelligence Computers Neurocomputer (DE-588)4200446-9 gnd rswk-swf Biocomputer (DE-588)4270224-0 gnd rswk-swf Hardwareentwurf (DE-588)4159103-3 gnd rswk-swf Immunsystem (DE-588)4026643-6 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 s DE-604 Mustererkennung (DE-588)4040936-3 s Hardwareentwurf (DE-588)4159103-3 s Biocomputer (DE-588)4270224-0 s Neurocomputer (DE-588)4200446-9 s Immunsystem (DE-588)4026643-6 s Skormin, Victor A. aut Sokolova, S.P. aut Erscheint auch als Druck-Ausgabe 9781441930415 Erscheint auch als Druck-Ausgabe 9780387955339 Erscheint auch als Druck-Ausgabe 9781475738087 https://doi.org/10.1007/978-1-4757-3807-0 Verlag URL des Eerstveröffentlichers Volltext |
| spellingShingle | Tarakanov, Alexander O. Skormin, Victor A. Sokolova, S.P Immunocomputing Principles and Applications Artificial Intelligence Theory of Computation Artificial intelligence Computers Neurocomputer (DE-588)4200446-9 gnd Biocomputer (DE-588)4270224-0 gnd Hardwareentwurf (DE-588)4159103-3 gnd Immunsystem (DE-588)4026643-6 gnd Mustererkennung (DE-588)4040936-3 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4200446-9 (DE-588)4270224-0 (DE-588)4159103-3 (DE-588)4026643-6 (DE-588)4040936-3 (DE-588)4193754-5 |
| title | Immunocomputing Principles and Applications |
| title_auth | Immunocomputing Principles and Applications |
| title_exact_search | Immunocomputing Principles and Applications |
| title_exact_search_txtP | Immunocomputing Principles and Applications |
| title_full | Immunocomputing Principles and Applications by Alexander O. Tarakanov, Victor A. Skormin, S.P. Sokolova |
| title_fullStr | Immunocomputing Principles and Applications by Alexander O. Tarakanov, Victor A. Skormin, S.P. Sokolova |
| title_full_unstemmed | Immunocomputing Principles and Applications by Alexander O. Tarakanov, Victor A. Skormin, S.P. Sokolova |
| title_short | Immunocomputing |
| title_sort | immunocomputing principles and applications |
| title_sub | Principles and Applications |
| topic | Artificial Intelligence Theory of Computation Artificial intelligence Computers Neurocomputer (DE-588)4200446-9 gnd Biocomputer (DE-588)4270224-0 gnd Hardwareentwurf (DE-588)4159103-3 gnd Immunsystem (DE-588)4026643-6 gnd Mustererkennung (DE-588)4040936-3 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Artificial Intelligence Theory of Computation Artificial intelligence Computers Neurocomputer Biocomputer Hardwareentwurf Immunsystem Mustererkennung Maschinelles Lernen |
| url | https://doi.org/10.1007/978-1-4757-3807-0 |
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