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Proceedings of SPIE Volume 2760

Applications and Science of Artificial Neural Networks II
Editor(s): Steven K. Rogers; Dennis W. Ruck
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Volume Details

Volume Number: 2760
Date Published: 22 March 1996
Softcover: 79 papers (820) pages
ISBN: 9780819421418

Table of Contents
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Combining neural networks using the ranking figure of merit
Author(s): Khaled A. Al-Ghoneim; Bhagavatula Vijaya Kumar
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Alternation minimization training of radial basis function networks
Author(s): Peter T. Szymanski; Michael D. Lemmon
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Similarity-based learning for pattern classification
Author(s): Laurene V. Fausett
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Determination of adaptively adjusted coefficients for Hopfield neural networks utilizing the energy function
Author(s): Chiyeon Park; Donald W. Fausett
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Collapsing multiple hidden layers in feedforward neural networks to a single hidden layer
Author(s): Jeffrey L. Blue; Lawrence O. Hall
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Empirical estimation of generalization ability of neural networks
Author(s): Dilip Sarkar
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Comparison of function approximation with sigmoid and radial basis function networks
Author(s): Gary Russell; Laurene V. Fausett
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Design of a parallelly cascaded two-layered perceptron consisting of hard-limited neurons
Author(s): Chia-Lun John Hu
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Improving learning speed in multilayer perceptrons through principal component analysis
Author(s): Francesco Masulli; Massimo Penna
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Practical methods of tracking of nonstationary time series applied to real-world data
Author(s): Ian T. Nabney; Alan McLachlan; David Lowe
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Utilization of neural networks and GAs for constructing an intelligent decision support system to deal stocks
Author(s): Norio Baba; Hisashi Handa; Masaaki Hayashi
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Neural networks adaptive wavelets for predictions of the northeastern Brazil monthly rainfall anomalies time series
Author(s): Weigang Li; Leonardo Deane Sa; G. S.S. Prasad; A. G. Nowosad; Mauricio Bolzan; E. S. M. Chiang
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Investigation of arbitrage opportunities in the Eurodollar futures market using neural networks
Author(s): Victoria N. Yung; Ismail I. Jouny; Donald Chambers
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Radial basis function networks for predicting power system harmonics
Author(s): Stephen Kaprielian; Ismail I. Jouny
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Time series prediction: statistical and neural techniques
Author(s): Daniel R. Zahirniak; Martin P. DeSimio
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Neural network-based landmark detection for mobile robot
Author(s): Minoru Sekiguchi; Hiroyuki Okada; Nobuo Watanabe
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Design of optimal neurocontrollers for the separately excited dc motor using a hybrid genetic algorithm/neural network approach
Author(s): Paul B. Watta; Mohamad H. Hassoun; Jerome Meisel
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Local and global stability analysis methods of multitime scale neural networks
Author(s): Anke Meyer-Baese
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Implementation of neural network-based real-time process control on IBM Zero Instruction Set Computer (ZISC-036)
Author(s): Kurosh Madani; Gilles Mercier; Abdennasser Chebira; Sebastian Duchesne
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Fuzzy and neural network control of object acquisition for power grasp
Author(s): Mark D. Hanes; David E. Orin; Stanley C. Ahalt
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Precision tracking control in flexible pointing structures
Author(s): Gary G. Yen
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Use of a neural network to extract a missile flight model for simulation purposes
Author(s): Danny Pascale; Guy Volckaert
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Neural network architecture for solving the algebraic matrix Riccati equation
Author(s): Fredric M. Ham; Emmanuel G. Collins
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Derivative-based feature saliency for computer-aided breast cancer detection and diagnosis
Author(s): William E. Polakowski; Steven K. Rogers; Dennis W. Ruck; Richard A. Raines; Jeffrey W. Hoffmeister
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Cancer diagnostics using neural network sorting of processed images
Author(s): Charles L. Wyman; Marshall Schreeder; Walt Grundy; Jason M. Kinser
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Eye identification for face recognition with neural networks
Author(s): Age J. Eide; Christer Jahren; Stig Jorgensen; Thomas Lindblad; Clark S. Lindsey; Kare Osterud
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Classification of objects in ISAR imagery using artificial neural networks
Author(s): Thomas Fechner; Ruediger Hantsche; Ralf Tanger
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Modeling biological visual processes for improved contrast enhancement and edge detection of artificial visual systems
Author(s): David L. Enke; Cihan H. Dagli
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Neural network analysis of chemical compounds in nonrebreathing Fisher-344 rat breath
Author(s): Robert E. Sackett; Steven K. Rogers; Martin P. DeSimio; James H. Raymer; Dennis W. Ruck; Matthew Kabrisky; Charles A. Bleckmann
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Neural networks using broadband spectral discriminators reduces illumination required for broccoli identification in weedy fields
Author(s): Federico Hahn
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Application of neural networks to channel assignment for cellular CDMA networks with multiple services and mobile base stations
Author(s): William S. Hortos
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New color compression method using fuzzy neural network
Author(s): Jie Liu; Ying Lin Yu
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RBF network and 3D object recognition
Author(s): Jie-Gu Li; Xiaodong Tang; Qi Ding
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Feature space trajectory neural net classifier: confidences and thresholds for clutter and low-contrast objects
Author(s): Leonard Neiberg; David P. Casasent; Ashit Talukder
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Robotic applications of VAM-based invariant representation for active vision
Author(s): Narayan Srinivasa; Rajeev Sharma
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Multilayer perceptron for rotationally invariant feature extraction and classification
Author(s): Michael H. W. Smart; Alan F. Murray
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Hybrid training procedure applied to recurrent neural networks
Author(s): Xavier Loiseau; Jan Sendler
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Space object identification using spatiotemporal pattern recognition
Author(s): Gary Brandstrom; Dennis W. Ruck; Steven K. Rogers; Bruce E. Stribling
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Classification of cancerous cells based on the one-class problem approach
Author(s): Nabeel A. Murshed; Flavio Bortolozzi; Robert Sabourin
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Computer-simulation gaming systems utilizing neural networks and genetic algorithms
Author(s): Norio Baba; Tomio Kita; Yusuke Takagawara; Yoichi Erikawa; Kazuhiro Oda
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Expert network development environment for automating machine fault diagnosis
Author(s): Kristin L. Adair; Alan P. Levis; Susan I. Hruska
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Cyber agent on the World Wide Web
Author(s): Hsi-Chieh Lee; Cihan H. Dagli
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Intelligent sensors research using pulse-coupled neural networks for focal plane image processing
Author(s): Gregory L. Tarr; Richard A. Carreras; Christopher R. DeHainaut; Xavier Clastres; Laurent Freyss; Manuel Samuelides
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Iterative segmentation using pulse-coupled neural networks
Author(s): Heggere S. Ranganath; Govindaraj Kuntimad
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O(No) pulse-coupled neural network performing humanlike logic
Author(s): Jason M. Kinser; H. John Caulfield
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Ultrashort-pulse retrieval using frequency-resolved optical gating and an artificial neural network
Author(s): Marco A. Krumbuegel; Kenneth W. DeLong; David N. Fittinghoff; John N. Sweetser; Rick P. Trebino
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On-board neural processor design for intelligent multisensor microspacecraft
Author(s): Wai-Chi Fang; Bing J. Sheu; James Wall
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Adaptive resonance theory 2 neural network approach to star field recognition
Author(s): Maximillian J. Domeika; Charles W. Roberson; Edward W. Page; Gene A. Tagliarini
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Noise and randomlike behavior in perceptrons: theory and application to protein structure prediction
Author(s): Mario Compiani; Piero Fariselli; Rita Casadio
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Feedforward neural network using a liquid crystal smart pixel spatial light modulator
Author(s): Jonathan S. Kane
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Simplified pulse-coupled neural network
Author(s): Jason M. Kinser
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Perturbation effects analysis in analog implementation of a stochastic artificial neural network
Author(s): Kurosh Madani; Ghislain de Tremiolles
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Chaotic behavior analysis for the neuron's oscillatory models
Author(s): S. N. Charankevich; Halina V. Grushevskaja; George G. Krylov
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Detection of random vectors using an unsupervised neural network
Author(s): Chuan Wang; LiKang Yen; Jose C. Principe
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Cost function for robust estimation of PCA
Author(s): Chuan Wang; Hsiao-Chun Wu; Jose C. Principe
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Hierarchical structure stochastic automata can increase the efficiency of the back propagation method with momentum
Author(s): Norio Baba; Hisashi Handa
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Edge detection with a recurrent neural network
Author(s): Michael J. Vrabel
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Function approximation using a sinc neural network
Author(s): Wael R. Elwasif; Laurene V. Fausett
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Applications of neural networks in IC lithography
Author(s): Manisha Mahendra; Thomas F. Krile
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Fault detection and identification in missile system guidance and control: a filtering approach
Author(s): Mary Lou Padgett; Johnny Evers; Walter J. Karplus
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Partial least-squares regression neural network (PLSNET) with supervised adaptive modular learning
Author(s): Fredric M. Ham; Ivica Kostanic
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Improving neural network models of defect content in complex software systems
Author(s): David L. Lanning; Taghi M. Khoshgoftaar; Peter J. Guasti
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Efficient MRF image-restoration technique using deterministic scale-based optimization
Author(s): Murali M. Menon
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Wavelets and signal processing
Author(s): Geza Szekely; Age J. Eide; Thomas Lindblad; Clark S. Lindsey; Maxim Minerskjold; Givi Sekhniaidze
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Software metric-based neural network classification models of a very large telecommunications system
Author(s): Taghi M. Khoshgoftaar; Edward B. Allen; John Hudepohl; Steve Aud
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Parallel approach to identifying the well-test interpretation model using a neurocomputer
Author(s): Edward A. May; Cihan H. Dagli
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Implementation of model-based intelligent next-generation test generator using neural networks
Author(s): Steven Michael Singer
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HISPARS: high speed pattern analysis and representation system
Author(s): Roger A. Samy
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Identification of nonlinear dynamic processes based on dynamic radial basis function networks
Author(s): Mihiar Ayoubi; Rolf Isermann
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Statistical mechanics of neural networks: theory and applications
Author(s): Roberto D'Autilia; Francesco Guerra
Principles of computational dynamics: applications to parallel and neural computations
Author(s): Antonio Luigi Perrone; Enrico Pasqualucci; Roberto Messi; Gianfranco Basti; Piergiorgio Picozza; Walter Pecorella; Luciano Paoluzi
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Neural implementations for on-line triggers
Author(s): Roberto Odorico
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High-speed VLSI fuzzy processors designed for HEPE
Author(s): Alessandro Gabrielli; Enzo Gandolfi; Massimo Masetti; Marco Russo
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Particle selection in a cosmic ray space experiment by neural networks
Author(s): Roberto Bellotti; Marcello Castellano; Carlo Nicola De Marzo
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Feed-forward neural networks for event classification in high-energy physics: where do we stand?
Author(s): Alessandro De Angelis
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Artificial neural networks for data recovery in a Shashlik calorimeter
Author(s): M. Bonesini; M. Paganoni; F. Terranova; S. Gumenyuk; L. Petrovyk
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Analysis of tau one-prong exclusive branching ratios using neural networks
Author(s): J. M. Lopez-Garcia; Francisco Matorras; A. Ruiz
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Physiologically motivated image fusion using pulse-coupled neural networks
Author(s): Randy P. Broussard; Steven K. Rogers
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