Computers for artificial intelligence processing

書誌事項

Computers for artificial intelligence processing

edited by Benjamin W. Wah and C.V. Ramamoorthy

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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