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Proceedings of SPIE Volume 1966

Science of Artificial Neural Networks II
Editor(s): Dennis W. Ruck
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Volume Details

Volume Number: 1966
Date Published: 19 August 1993
Softcover: 43 papers (476) pages
ISBN: 9780819412027

Table of Contents
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High-order curve recognition with the Hough transform using a connectionist approach
Author(s): Begona C. Arrue; Rafael M. Inigo
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Stochastic associative memory
Author(s): Erwin W. Baumann; David L. Williams
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Computational experience with radial basis function networks
Author(s): James L. Blue
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Stochastic search algorithm-based multilink neural network
Author(s): Zhengping Lang; Zhen Zhang
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Two new classes of Boltzmann machines
Author(s): Ying Liu
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Temporal pattern recognition using one-memory-element-per-state sequential neural network
Author(s): Tet H. Yeap; S. G. Zaky; John K. Tsotsos; H. C. Kwan
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Optimization of ART network with Boltzmann machine
Author(s): Omid M. Omidvar; Charles L. Wilson
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Foundation for neural network verification and validation
Author(s): Gerald E. Peterson
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Designing adaptive neural network architectures and their learning parameters using genetic algorithms
Author(s): Hiroki Takahashi; Takeshi Agui; Hiroshi Nagahashi
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Hybrid location-content addressable memory: sensitivity analysis
Author(s): Seung K. Ahn; Seok B. Koh; Bo H. Wang
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Temporal coding in neural networks
Author(s): William E. Faller; Scott J. Schreck; M. W. Luttges
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Recognizing the untrained patterns in a noniterative perceptron learning scheme
Author(s): Chia-Lun John Hu; Jeng-Yoong Tan; Xue-Jiang Cheng; John R. Eynon; Osama Husson
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Accelerating learning in a neural network for sonar signal classification
Author(s): Sridhar Narayan; Gene A. Tagliarini; Edward W. Page
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Automatic redefinition of the fuzzy membership function to deal with high fluctuating phenomena in neural nets
Author(s): Gianfranco Basti; Patrizia Castiglione; Marco Casolino; Antonio Luigi Perrone; Piergiorgio Picozza
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Extensions of fractal theory
Author(s): Ying Liu
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Application of simulated annealing to the backpropagation model improves convergence
Author(s): Charles B. Owen; Adel M. Abunawass
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Near-optimal dynamic learning rate for training backpropagation neural networks
Author(s): Serge Roy
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Parameter estimation of a network with kernal functions of bounds and locality
Author(s): Rhee Man Kil
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Off-line and on-line backpropagation methods with various levels of redundancy
Author(s): Alessandra Di Medio; Stefano Fanelli; Marco Protasi
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Class-prototype extraction from a finite number of input patterns as a generalization of their distortion-level ordering
Author(s): Ranko Babic
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Link between adaptive feed-forward layered networks and discriminant analysis
Author(s): Hossam M. Osman; Moustafa M. Fahmy
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Determination of optimal RBF network structure by canonical subspace analysis
Author(s): Titus K. Y. Lo; John Litva; Henry Leung
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Statistical analysis of the effect of noise injection during neural network training
Author(s): Adel M. Abunawass; Charles B. Owen
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Design techniques for the control of errors in backpropagation neural networks
Author(s): Daniel C. St. Clair; Gerald E. Peterson; Stephen Aylward; William E. Bond
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Optimal learning capability assessment of multicategory neural nets
Author(s): Leda Villalobos; Francis L. Merat
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Multilayered networks and the C-G uncertainty principle
Author(s): Paolo Frasconi; Marco Gori
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Fast combinatorial optimization using generalized deterministic annealing
Author(s): Scott Thomas Acton; Joydeep Ghosh; Alan Conrad Bovik
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Novel association model optimized by neural net
Author(s): Mingzhe Lu; JinLi Chen; Fu-Lai Liu; ZhiLiang Fang; Guoguang Mu
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Neural network moving averages for time series prediction
Author(s): Bruce E. Rosen
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Training autoassociative recurrent neural network with preprocessed training data
Author(s): Arun Maskara; Andrew Noetzel
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Simulation software for neural networks
Author(s): Vadim R. Luciv; T. A. Novikova; E. O. Danilov; M. S. Goloschapov; Igor A. Malyshev
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Multisensor user authentication
Author(s): John M. Colombi; D. Krepp; Steven K. Rogers; Dennis W. Ruck; Mark E. Oxley
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Stanford neural network research
Author(s): Bernard Widrow; Michael Lehr; Francoise Beaufays; Eric Wan; Michel Bilello
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Studies on a network of complex neurons
Author(s): Srinivasa V. Chakravarthy; Joydeep Ghosh
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Automated radar behavior analysis using neural network architectures
Author(s): Gary Whittington; C. Tim Spracklen; J. M. Haugh; Helen Faulkner
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Roles of recurrence in neural control architectures
Author(s): Gintaras V. Puskorius; Lee A. Feldkamp
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Differential theory of learning for efficient neural network pattern recognition
Author(s): John B. Hampshire; Bhagavatula Vijaya Kumar
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Robust classification of variable-length sonar sequences
Author(s): Joydeep Ghosh; Narsimham V. Gangishetti; Srinivasa V. Chakravarthy
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Robust, high-fidelity coding technique based on entropy-biased ANN codebooks
Author(s): James E. Fowler; Stanley C. Ahalt
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