Fast learning and invariant object recognition : the sixth-generation breakthrough

Wiley ©1992. Image processing., Machine learning., Electronic digital computers., Aufsatzsammlung 25 cm. xiii, 279 pages : illustrations. Encuadernación en tapa dura de editorial con sobrecubierta. Idioma Inglés. Branko SoucÌ?ek and the IRIS Group. Sixth-generation computer technology series. A Wiley-Interscience publication. . Includes bibliographical references and index. Online version:: SoucÌ?ek, Branko. Fast learning and invariant object recognition. New York : Wiley, ©1992 Local: (OCoLC)607934545. Contents Pt. 1. Fast Learning -- 1. Learning to See / Angela Franich and Branko Soucek -- 2. Fast Back Propagation with Adaptive Decoupled Momentum / Ali A. Minai and Ronald D. Williams -- 3. Second Order Gradient Methods in Back Propagation / Selwyn Piramuthu -- 4. Constructing Efficient Features for Back Propagation / Selwyn Piramuthu -- 5. How Slow Processes Can Think Fast in Concurrent Logic? / F. Kozato and G. A. Ringwood -- 6. How to Deal with Multiple Possible Generalizers / David H. Wolpert -- 7. Infinitesimal versus Discrete Methods in Neural Network Synthesis / Andreas Albrecht -- 8. Systolic Array Implementation of Neural Networks / Jai-Hoon Chung, Hyunsoo Yoon and Seung Ryoul Maeng -- Pt. II. Invariant Object Recognition -- 9. Translation Invariant Neural Networks / Stephen S. Wilson -- 10. Higher Order Neural Networks in Position, Scale, and Rotation Invariant Object Recognition / Lilly Spirkovska and Max B. Reid -- 11. Visual Tracking with Object Classification: Neural Network Approach / A. Dobnikar, A. Likar, B. Jurcic-Zlobec and D. Podbregar -- 12. Neural Network Approach to Landmark Based Shape Recognition / Nirwan Ansari and Kuowei Li -- 13. Directed and Undirected Segmentation of Three-Dimensional Ultrasonograms / Ronald H. Silverman -- 14. Implementation of Neural Networks on Parallel Architectures and Invariant Object Recognition / Manavendra Misra and Viktor K. Prasanna . ISBN: 0471574309; 9780471574309