Neural logic networks: a new class of neural networks
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific
c1995
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Includes bibliographical references (p. 499-500) and index Ch. 1. What are neural logic networks? -- a gentle introduction to the study of a new class of neural networks called neural logic networks. 1.1. Why do we need a new neural network model? 1.2. The mathematical definition of neural logic networks. 1.3. A closer look at the definition of neural logic networks. 1.4. Potential applications of neural logic networks. 1.5. The neural logic family of networks. 1.6. The design and construction of neural computers -- ch. 2. Neural logic networks and human logical reasoning. 2.1. What is human logic? 2.2. Neural logic networks: basic concepts. 2.3. Neural logic networks: basic operations. 2.4. Neural logic networks: basic theorems. 2.5. Propositional neural logic: propositional language. 2.6. Propositional neural logic: logical deductions. 2.7. First order neural logic. 2.8. Neural logic: future research directions. 2.9. Neural logic and human logic -- ch. 3. Neural logic and human intuition. 3.1. What is human intuition? 3.2. Neural logic brains. 3.3. Neural set theory. 3.4. Real world concepts processing. 3.5. A study of classification and recognition of object based on attribute patterns processing. 3.6. Classification and recognition of objects based on similarity relations. 3.7. Classification and recognition of object based on incomplete attribute patterns. 3.8. Neural inferences. 3.9. Neural logic networks and human intuition -- unfinished tasks This book is the first of a series of technical reports of a key research project of the Real-World Computing Program supported by the MITI of Japan. The main goal of the project is to model human intelligence by a special class of mathematical systems called neural logic networks. The book consists of three parts. Part 1 describes the general theory of neural logic networks and their potential applications. Part 2 discusses a new logic called neural logic which attempts to emulate more closely the logical thinking process of human. Part 3 studies the special features of neural logic networks which resemble the human intuition process. This book should appeal to researchers in artificial intelligence, neural computings and logic, as well as graduate and advance undergraduate students in computer science |
| Beschreibung: | 1 Online-Ressource (xv, 504 p.) |
| ISBN: | 9789814261470 9814261475 9810218443 9789810218447 9810224192 9789810224196 |
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| 500 | |a Includes bibliographical references (p. 499-500) and index | ||
| 500 | |a Ch. 1. What are neural logic networks? -- a gentle introduction to the study of a new class of neural networks called neural logic networks. 1.1. Why do we need a new neural network model? 1.2. The mathematical definition of neural logic networks. 1.3. A closer look at the definition of neural logic networks. 1.4. Potential applications of neural logic networks. 1.5. The neural logic family of networks. 1.6. The design and construction of neural computers -- ch. 2. Neural logic networks and human logical reasoning. 2.1. What is human logic? 2.2. Neural logic networks: basic concepts. 2.3. Neural logic networks: basic operations. 2.4. Neural logic networks: basic theorems. 2.5. Propositional neural logic: propositional language. 2.6. Propositional neural logic: logical deductions. 2.7. First order neural logic. 2.8. Neural logic: future research directions. 2.9. Neural logic and human logic -- ch. 3. Neural logic and human intuition. 3.1. What is human intuition? 3.2. Neural logic brains. 3.3. Neural set theory. 3.4. Real world concepts processing. 3.5. A study of classification and recognition of object based on attribute patterns processing. 3.6. Classification and recognition of objects based on similarity relations. 3.7. Classification and recognition of object based on incomplete attribute patterns. 3.8. Neural inferences. 3.9. Neural logic networks and human intuition -- unfinished tasks | ||
| 500 | |a This book is the first of a series of technical reports of a key research project of the Real-World Computing Program supported by the MITI of Japan. The main goal of the project is to model human intelligence by a special class of mathematical systems called neural logic networks. The book consists of three parts. Part 1 describes the general theory of neural logic networks and their potential applications. Part 2 discusses a new logic called neural logic which attempts to emulate more closely the logical thinking process of human. Part 3 studies the special features of neural logic networks which resemble the human intuition process. This book should appeal to researchers in artificial intelligence, neural computings and logic, as well as graduate and advance undergraduate students in computer science | ||
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Datensatz im Suchindex
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| author | Teh, H. H. |
| author_facet | Teh, H. H. |
| author_role | aut |
| author_sort | Teh, H. H. |
| author_variant | h h t hh hht |
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| bvnumber | BV042969122 |
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| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| indexdate | 2024-07-10T07:14:03Z |
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| spelling | Teh, H. H. Verfasser aut Neural logic networks a new class of neural networks Hoon-Heng Teh Singapore World Scientific c1995 1 Online-Ressource (xv, 504 p.) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references (p. 499-500) and index Ch. 1. What are neural logic networks? -- a gentle introduction to the study of a new class of neural networks called neural logic networks. 1.1. Why do we need a new neural network model? 1.2. The mathematical definition of neural logic networks. 1.3. A closer look at the definition of neural logic networks. 1.4. Potential applications of neural logic networks. 1.5. The neural logic family of networks. 1.6. The design and construction of neural computers -- ch. 2. Neural logic networks and human logical reasoning. 2.1. What is human logic? 2.2. Neural logic networks: basic concepts. 2.3. Neural logic networks: basic operations. 2.4. Neural logic networks: basic theorems. 2.5. Propositional neural logic: propositional language. 2.6. Propositional neural logic: logical deductions. 2.7. First order neural logic. 2.8. Neural logic: future research directions. 2.9. Neural logic and human logic -- ch. 3. Neural logic and human intuition. 3.1. What is human intuition? 3.2. Neural logic brains. 3.3. Neural set theory. 3.4. Real world concepts processing. 3.5. A study of classification and recognition of object based on attribute patterns processing. 3.6. Classification and recognition of objects based on similarity relations. 3.7. Classification and recognition of object based on incomplete attribute patterns. 3.8. Neural inferences. 3.9. Neural logic networks and human intuition -- unfinished tasks This book is the first of a series of technical reports of a key research project of the Real-World Computing Program supported by the MITI of Japan. The main goal of the project is to model human intelligence by a special class of mathematical systems called neural logic networks. The book consists of three parts. Part 1 describes the general theory of neural logic networks and their potential applications. Part 2 discusses a new logic called neural logic which attempts to emulate more closely the logical thinking process of human. Part 3 studies the special features of neural logic networks which resemble the human intuition process. This book should appeal to researchers in artificial intelligence, neural computings and logic, as well as graduate and advance undergraduate students in computer science Redes neurais larpcal Inteligência artificial larpcal Neuronales Netz swd COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Artificial intelligence fast Neural networks (Computer science) fast Künstliche Intelligenz Neural networks (Computer science) Artificial intelligence Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 s 1\p DE-604 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=564623 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Teh, H. H. Neural logic networks a new class of neural networks Redes neurais larpcal Inteligência artificial larpcal Neuronales Netz swd COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Artificial intelligence fast Neural networks (Computer science) fast Künstliche Intelligenz Neural networks (Computer science) Artificial intelligence Neuronales Netz (DE-588)4226127-2 gnd |
| subject_GND | (DE-588)4226127-2 |
| title | Neural logic networks a new class of neural networks |
| title_auth | Neural logic networks a new class of neural networks |
| title_exact_search | Neural logic networks a new class of neural networks |
| title_full | Neural logic networks a new class of neural networks Hoon-Heng Teh |
| title_fullStr | Neural logic networks a new class of neural networks Hoon-Heng Teh |
| title_full_unstemmed | Neural logic networks a new class of neural networks Hoon-Heng Teh |
| title_short | Neural logic networks |
| title_sort | neural logic networks a new class of neural networks |
| title_sub | a new class of neural networks |
| topic | Redes neurais larpcal Inteligência artificial larpcal Neuronales Netz swd COMPUTERS / Enterprise Applications / Business Intelligence Tools bisacsh COMPUTERS / Intelligence (AI) & Semantics bisacsh Artificial intelligence fast Neural networks (Computer science) fast Künstliche Intelligenz Neural networks (Computer science) Artificial intelligence Neuronales Netz (DE-588)4226127-2 gnd |
| topic_facet | Redes neurais Inteligência artificial Neuronales Netz COMPUTERS / Enterprise Applications / Business Intelligence Tools COMPUTERS / Intelligence (AI) & Semantics Artificial intelligence Neural networks (Computer science) Künstliche Intelligenz |
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