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Neural networks in pattern recognition and their applications / editor, C.H. Chen.
- Format:
- Book
- Language:
- English
- Subjects (All):
- Neural networks (Computer science).
- Pattern recognition systems.
- Physical Description:
- 1 online resource (168 p.)
- Place of Publication:
- Singapore ; River Edge, N.J. : World Scientific, c1991.
- Language Note:
- English
- Summary:
- The revitalization of neural network research in the past few years has already had a great impact on research and development in pattern recognition and artificial intelligence. Although neural network functions are not limited to pattern recognition, there is no doubt that a renewed progress in pattern recognition and its applications now critically depends on neural networks. This volume specially brings together outstanding original research papers in the area and aims to help the continued progress in pattern recognition and its applications.
- Contents:
- Introduction / C.H. Chen
- Combined neural-net/knowledge-based adaptive systems for large scale dynamic control / A.D.C. Holden & S.C. Suddarth
- A connectionist incremental expert system combining production systems and associative memory / H.F. Yin & P. Liang
- Optimal hidden units for two-layer nonlinear feedforward neural networks / T.D. Sanger
- An incremental fine adjustment algorithm for the design of optimal interpolating networks / S.-K. Sin & R.J.P. de Figueiredo
- On the asymptotic properties of recurrent neural networks for optimization / J. Wang
- A real-time image segmentation system using a connectionist classifier architecture / W.E. Blanz & S.L. Gish
- Segmentation of ultrasonic images with neural networks / R.H. Silverman
- Connectionist model binarization / N. Babaguchi ... [et al.]
- An assessment of the impact of neural network technology on automatic active sonar classifier development / T.B. Haley
- On the relationships between statistical pattern recognition and artificial neural networks / C.H. Chen.
- Notes:
- Description based upon print version of record.
- Includes bibliographical references.
- ISBN:
- 981-281-489-2
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