DocumentCode :
871955
Title :
Report on workshop on high performance computing and communications for grand challenge applications: computer vision, speech and natural language processing, and artificial intelligence
Author :
Wah, B.W. ; Huang, T.S. ; Joshi, A.K. ; Moldovan, D. ; Aloimonos, J. ; Bajcsy, R.K. ; Ballard, D. ; DeGroot, D. ; DeJong, K. ; Dyer, C.R. ; Fahlman, S.E. ; Grishman, R. ; Hirschman, L. ; Korf, R.E. ; Levinson, S.E. ; Miranker, D.P. ; Morgan, N.H. ; Nirenb
Author_Institution :
Coord. Sci. Lab., Illinois Univ., Urbana, IL, USA
Volume :
5
Issue :
1
fYear :
1993
fDate :
2/1/1993 12:00:00 AM
Firstpage :
138
Lastpage :
154
Abstract :
The findings of a workshop, the goals of which were to identify applications, research problems, and designs of high performance computing and communications (HPCC) systems for supporting applications are discussed. In computer vision, the main scientific issues are machine learning, surface reconstruction, inverse optics and integration, model acquisition, and perception and action. In speech and natural language processing (SNLP), issues were identified statistical analysis in corpus-based speech and language understanding, search strategies for language analysis, auditory and vocal-tract modeling, integration of multiple levels of speech and language analyses, and connectionist systems. In AI, important issues that need immediate attention include the development of efficient machine learning and heuristic search methods that can adapt to different architectural configurations, and the design and construction of scalable and verifiable knowledge bases, active memories, and artificial neural networks
Keywords :
computer vision; learning (artificial intelligence); natural languages; speech analysis and processing; active memories; artificial intelligence; artificial neural networks; auditory; computer vision; connectionist systems; heuristic search methods; high performance computing and communications; inverse optics; language analysis; machine learning; model acquisition; natural language processing; search strategies; speech processing; statistical analysis; surface reconstruction; verifiable knowledge bases; vocal-tract modeling;
fLanguage :
English
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
1041-4347
Type :
jour
DOI :
10.1109/69.204098
Filename :
204098
Link To Document :
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