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Tarakanov A.O., Skormin V.A., Sokolova S.P. — Immunocomputing. Principles and applications
Tarakanov A.O., Skormin V.A., Sokolova S.P. — Immunocomputing. Principles and applications

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Название: Immunocomputing. Principles and applications

Авторы: Tarakanov A.O., Skormin V.A., Sokolova S.P.

Аннотация:

This book is an attempt to introduce immunocomputing (IC) as a new computing approach replicating the principles of information processing by proteins and immune networks. A rigorous mathematical basis of the IC, consistent with the recent findings of immunology, is established. Various applications of IC to specific computationally-intensive real-life problems are presented. The hardware implementation aspects of the IC concept in an immunocomputer as a new kind of computing media and its potential connections with modern biological microchips (biochips) and future biomolecular computers (biocomputers) are discussed. The book is intended for experts in computer science, artificial intelligence and biomolecular computing interested in adopting the principles of computing, honed to perfection by million-year evolution, immunologists seeking to further quantify their field of research, multidisciplinary researchers interested in mutual enhancement of computer science and immunology, and university students exploring their individual "entry points" to the world of science.


Язык: en

Рубрика: Computer science/Генетика, нейронные сети/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 2003

Количество страниц: 193

Добавлена в каталог: 22.11.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
AB-network      25
Allosteric effect      6 18 19
Amino acids      4 5
Antibodies      7
Antigen      7 20 22 78
Artificial immune systems (AIS)      3 8 9 10 11 130 132 148
Artificial intelligence (AI), vi      1 2 3 4 5 9 11 41 52
Artificial neural networks (ANN)      v 2 3 9 10 11 24 41 145
Artificial neuron      2 11 153
Atomic Broadcasting Protocol Based on Lamport Time Stamps (ABCAST LT)      92 95 96
Attributive CF grammar      79
Attributive formal grammar      23
B-cells      4 22 23 24 26 145
BB-network      24 25 26
Binding      6 8 11 17 18 19 20 22 23 54 59 147 150 175
Binding energy      vi 17 18 19 24 31
Biochip controller      177
Biochip matrix      175
Biochips      12 147 153 173 174 175 176 177 178 181
Biological specificity      6
Biomolecular computers      12
Biomolecular computing      4
Biomolecular interaction      12
Biomolecules      175
Bit string      3
C-reactive protein      180
Case (or role) grammars      81
Causal Broadcasting Protocol Based on Vector Time Stamps (CBCAST VTS)      92 96 97
Cell adhesion      7
Cell proliferation      22
Cell recognition      7
cells      2 4 9 22 108 146 148 155 164 165 168
Cellular automata (CA)      2 3 11 24 100 101 145 146 147 153
Cellular immune networks      101
Cellular neural networks      101
Code indicator of the word      62
Compactness      52
Computer viruses      10
Condition of compactness      58
Context-free grammar      76 154
Cryptography      164
Crystallization      6
Cybernetics      1
Deflation method      35
Deletion      63
Diabetic nephropathy      180
Double helix      4 5
Eco-information system      126
Ecological atlas of Kaliningrad      120
Ecological atlas of St. Petersburg      117 118
Evolutionary computations      10 11
Folding      5 6 11 18
Folding a vector to a matrix      47 49 50 56
Formal allergy      27
Formal B-cell      22 23
Formal grammars      62
Formal immune memory      27
Formal immune network (FIN)      vi 11 22 23 24 27 100 145 153
Formal immune response      27
Formal immunodeficiency      27
Formal logics      62
Formal protein (FP)      vi vii 11 13 15 16 17 18 19 20 21 22 23 59 62 81 83 89 91 98 134 145
Formal T-cell      22 23 154
FP-probes      55
Free energy      5 13 16 17 18
Free FP      23 24
Free monoid      61
Genetic algorithms (GA)      2 3
genetic code      4
Genetic memory      7
Genome      7
Homologous binding      42 45 46
Idiotypic networks      7 11
Immune memory      7 27 153 183
Immune networks      v 6 7 8 10 11 22 97 145 148 184 185
Immune system      v vi 3 4 7 8 9 28 61 145 146 148 153 154 163 173 182 183
Immunochip      vi vii 12 145 146 147 148 149 153 154 155 156 160 161 162 163 164 179 181
Immunochip emulator      165
Immunoglobulines      12
Immunology      v vi 8 11
Imrnunocomputer      v vii 11 145
Imrnunocomputing (IC)      v vi vii 11 12 13 41 50 55 61 78 107 110 112 137 145
Infection morbidities      123
Inherent grammar      82
Integer valued FIN (IFIN)      24 25
Intelligent security systems      137
Key and lock hypothesis      6
Knowledge-based reasoning      78
Lamport time stamps      95 97
Learning classifier systems      9
Learning sample      55
Lighthill, J.      1
Linguistic binding      81 82
Logical clock      96
Logical time      95
Logical time stamp      96
Loops      93 94
Lymphocyte clones      12
Lymphocytes      7
Matrix eigenlanguages      65
Microalbuminuria      180 181
Microarrays      147
Mirror matrix      85 86 87
Molecular circuits      6
Molecular recognition      5 6 41 54
Monopeptides      18 91
Morphology      63 81
Mutation indicator      22 23
Negative-selection algorithm      9 10
Network of binding      22 23 24
Neural networks      1 4 6 10 11 186
Neurochips      2
Neurocomputers      2 10 11 12 41 146 153 183
Neurons      4 6 11 146
Nigrescence      179
Open distributed processing (ODP)      92
Orbital hodograph      113 165 173
Parametric uncertainty of complex processes      36
Partial matching rule      9
Passive infrared detectors (PIR)      138 140
Pattern recognition, vi      12 41 50 52 53 54 55 143 155
Peptide spectrum of a word      64
Plague foci in Kazakhstan      127
Prefix      73
Prefix eigenlanguage      77
Processing      64
Proteins      vi vii 4 5 6 9 11 13 14 15 17 18 155 173 174 175 176
Ramachandran diagram      168
Recognition      6 7 8 9 10 17 22 44 46 61 120 133 134 161
SA/Bi technology      177
Scalar clock      99
Scalar time      92
Scalar time grammar      99
Scalar time stamps      95
Secondary structures ofproteins      87 89
self-assembly      5 6 16 17 18 167 168
Semantic valences      82
Semiring      65
Separability      52
Shape space      136 144
Singular value decomposition (SVD)      31 55
Specificity of recognition      47 49 50 53 55 56
Stationary states of FP      17
Steganography      163
Structures of native proteins      83
Suffix      73
Suffix eigenlanguage      77
Supervised learning      50 55
Surface CA      111
Surveillance of the plague      130
Synchronization protocols      92
T-cells      4 22 23 145 146
T-FIN      98 99
Theory of linguistic valence      81
Three-dimensional FIN (3DFIN)      26
Threshold of binding      18
Time based multicast protocols      92
topology      25
Torsion matrix      84 85
Two-dimensional FIN (2DFIN)      25 170
Unsupervised learning      50 55
Valence of a verb      82
Vector clock      97 99
Vector time      92
Vector time grammar      99
Vector time stamps      96
Virtual clothing      100 101
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