Neural-Symbolic Cognitive Reasoning

ISBN: 978-3-540-73245-7 (Print) 978-3-540-73246-4 (Online)

Table of contents (13 chapters)

  1. Front Matter

    Pages i-xiii

  2. No Access

    Chapter

    Pages 1-7

    Introduction

  3. No Access

    Chapter

    Pages 9-21

    Logic and Knowledge Representation

  4. No Access

    Chapter

    Pages 23-33

    Artificial Neural Networks

  5. No Access

    Chapter

    Pages 35-54

    Neural-Symbolic Learning Systems

  6. No Access

    Chapter

    Pages 55-74

    Connectionist Modal Logic

  7. No Access

    Chapter

    Pages 75-85

    Connectionist Temporal Reasoning

  8. No Access

    Chapter

    Pages 87-100

    Connectionist Intuitionistic Reasoning

  9. No Access

    Chapter

    Pages 101-113

    Applications of Connectionist Nonclassical Reasoning

  10. No Access

    Chapter

    Pages 115-126

    Fibring Neural Networks

  11. No Access

    Chapter

    Pages 127-141

    Relational Learning in Neural Networks

  12. No Access

    Chapter

    Pages 143-159

    Argumentation Frameworks as Neural Networks

  13. No Access

    Chapter

    Pages 161-167

    Reasoning about Probabilities in Neural Networks

  14. No Access

    Chapter

    Pages 169-180

    Conclusions

  15. Back Matter

    Pages 181-197