Computers for artificial intelligence processing
著者
書誌事項
Computers for artificial intelligence processing
Wiley, c1990
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注記
"A Wiley-Interscience publication."
Includes bibliographical references and index
内容説明・目次
内容説明
Artificial Intelligence algorithms and programs are rapidly outgrowing the computational powers of most present-day, conventional computers. The support of efficient symbolic processing requires the development of new architectural features, languages, algorithms and representation schemes. This book provides a comprehensive, state-of-the-art treatment of the design issues and current research efforts in the area of Artificial Intelligence application support systems. This book includes sample designs for hardware and software; a section on data parallelism in AI processing, using the Connection Machine as a real-life example, and extensive discussion of LISP machines, Smalltalk-80 systems, and VLSI systems.
目次
- Computers for Symbolic Processing (B. Wah, et al.)
- LANGUAGE-BASED AI ARCHITECTURES
- Architectural Features of Lisp Computers (A. Pleszkun & M. Thazhuthaveetil)
- Symbolics Architecture (D. Moon)
- Memory Management and Usage in a Lisp System: A Measurement-Based Study (R. Llames & R. Iyer)
- Multiprocessor Architectural Support for Balanced Lisp Processing (R. Chowkwanyun & K. Hwang)
- Data-Flow Computing Models, Logic and Functional Languages, and Data-Flow Machines for Intelligence Computations (J. Herath, et al.)
- Design Decisions in SPUR (M. Hill, et al.)
- What Price Smalltalk?
- (D. Ungar & D. Patterson)
- Special Purpose Chip for Production Systems (G. Alley, et al.)
- MULTIPROCESSOR AI ARCHITECTURE
- Applications of the Connection Machine (D. Waltz)
- A Database Machine Based on Concatenated Code Words for Very Large Databases (S. Chung & P. Berra)
- CONNECTIONIST ARCHITECTURES AND APPLICATIONS
- Connectionist Architectures for Artificial Intelligence (S. Fahlman & G. Hinton)
- Architectures for Strategy Learning (P. Mehra & B. Wah)
- SOFTWARE ARCHITECTURES FOR AI APPLICATIONS
- AI and Software Engineering: A Clash of Cultures?
- (W. Tsai, et al.)
- Development Support for AI Programs (C. Ramamoorthy, et al.)
- Reliability of AI Programs (F. Bastani)
- Index.
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