دانلود کتاب Neural and Intelligent Systems Integration - Fifth and Sixth Generation Integrated Reasoning Information Systems

Combines new techniques of software automation, system adaptation, module selection, self-organization and automated discovery. Presents results from the IRIS Group - findings from American, European, Korean and Japanese projects on this emerging discipline. Explores methods of combining well-defined intelligent modules for integration into intelligent systems. Modules include intelligent algorithms and programs, neural networks and computing elements, fuzzy data comparators and correlators, spare distributed memories, expert systems, intelligent databases, associative and parallel processing units, and data acquisition, control and robot units. Content: Front Matter • Preface • Table of Contents •Part I. Neural, Genetic, and Intelligent Algorithms and Computing Elements 1. From Modules to Application-Oriented Integrated Systems 2. A Biologically Realistic and Efficient Neural Network Simulator 3. Neural Network Models of Concept Learning 4. Fast Algorithms for Training Multilayer Perceptrons 5. Teaching Network Connections for Real-Time Object Recognition 6. The Discrete Neuronal Model and the Probabilistic Discrete Neuronal Model 7. Experimental Analysis of the Temporal Supervised Learning Algorithm with Minkowski-r Power Metrics 8. Genetic Programming: Building Artificial Nervous Systems with Genetically Programmed Neural Network Modules 9. Neural Networks on Parallel Computers 10. Neurocomputing on Transputers 11. Neural Bit-Slice Computing Element •Part II. Integrated Neural-Knowledge-Fuzzy Hybrids 12. Data Processing for AI Systems: A Maximum Information Viewpoint 13. Fuzzy Data Comparator with Neural Network Postprocessor: A Hardware Implementation 14. A Neurally Inspired Massively Parallel Model of Rule-Based Reasoning 15. Injecting Symbol Processing into a Connectionist Model 16. Adaptive Algorithms and Multilevel Processing Control in Intelligent Systems •Part III. Integrated Reasoning, Informing, and Serving Systems 17. Architectures for Distributed Knowledge Processing 18. Current Results in Japanese Fifth-Generation Computer Systems (FGCS) 19. An Advanced Software Paradigm for Intelligent Systems Integration 20. Integrated Complex Automation and Control: Parallel Inference Machine and Paracell Language 21. Robotics and Flexible Automation Simulator⁄Integrator 22. Intelligent Data Base and Automatic Discovery 23. Artificial Intelligence: Between Symbol Manipulation, Commonsense Knowledge, and Cognitive Processes Index