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IEEE Transactions on Neural Networks, Volume 8
Volume 8, Number 1, January 1997
- Anil K. Jain, Jianchang Mao:
Guest Editorial Special Issue on Artificial Neural Networks and Statistical Pattern Recognition. 1-4 - Lasse Holmström, Petri Koistinen, Jorma Laaksonen
, Erkki Oja:
Neural and statistical classifiers-taxonomy and two case studies. 5-17 - Anupam Joshi
On neurobiological, neuro-fuzzy, machine learning, and statistical pattern recognition techniques. 18-31 - Chuanyi Ji, Sheng Ma:
Combinations of weak classifiers. 32-42 - Sung-Bae Cho:
Neural-network classifiers for recognizing totally unconstrained handwritten numerals. 43-53 - Jón Atli Benediktsson, Johannes R. Sveinsson
Parallel consensual neural networks. 54-64 - Geoffrey E. Hinton, Peter Dayan, Michael Revow:
Modeling the manifolds of images of handwritten digits. 65-74 - Chulhee Lee, David A. Landgrebe:
Decision boundary feature extraction for neural networks. 75-83 - Sandro Ridella, Stefano Rovetta, Rodolfo Zunino:
Circular backpropagation networks for classification. 84-97 - Steve Lawrence, C. Lee Giles
Face recognition: a convolutional neural-network approach. 98-113 - Shang-Hung Lin, Sun-Yuan Kung, Long-Ji Lin:
Face recognition/detection by probabilistic decision-based neural network. 114-132 - Christian Mazza
Neural-net inference and content addressable memory. 133-140 - Yen-Hao Tseng, Jenq-Neng Hwang, Florence H. Sheehan:
Three-dimensional object representation and invariant recognition using continuous distance transform neural networks. 141-147 - Pierre Demartines
Curvilinear component analysis: a self-organizing neural network for nonlinear mapping of data sets. 148-154 - Qi Li, Donald W. Tufts:
Principal feature classification. 155-160 - M. Prakash, M. Narasimha Murty:
Growing subspace pattern recognition methods and their neural-network models. 161-168 - Ling Guan, James A. Anderson, Jeffrey P. Sutton:
A network of networks processing model for image regularization. 169-174 - Enno Littmann, Helge J. Ritter:
Adaptive color segmentation-a comparison of neural and statistical methods. 175-185
Volume 8, Number 2, March 1997
- Seokyong Moon, Jenq-Neng Hwang:
Robust speech recognition based on joint model and feature space optimization of hidden Markov models. 194-204 - Ray-I Chang
Unsupervised query-based learning of neural networks using selective-attention and self-regulation. 205-217 - Hans-Ulrich Bauer, Thomas Villmann:
Growing a hypercubical output space in a self-organizing feature map. 218-226 - Qinghua Zhang:
Using wavelet network in nonparametric estimation. 227-236 - Ah-Hwee Tan
Cascade ARTMAP: integrating neural computation and symbolic knowledge processing. 237-250 - Shinichi Tamura, Masahiko Tateishi:
Capabilities of a four-layered feedforward neural network: four layers versus three. 251-255 - Thomas Villmann, Ralf Der, J. Michael Herrmann, Thomas Martinetz:
Topology preservation in self-organizing feature maps: exact definition and measurement. 256-266 - Chi-Sing Leung
Stability and statistical properties of second-order bidirectional associative memory. 267-277 - Chengan Guo, Anthony Kuh:
Temporal difference learning applied to sequential detection. 278-287 - Evriclea Voudouri-Maniati, Ludwik Kurz, John M. Kowalski:
A neural-network approach to nonparametric and robust classification procedures. 288-298 - Chen-Xiong Zhang, Dieter A. Mlynski:
Mapping and hierarchical self-organizing neural networks for VLSI placement. 299-314 - Paolo Ienne, Patrick Thiran, Nikolaos Vassilas:
Modified self-organizing feature map algorithms for efficient digital hardware implementation. 315-330 - Seong-Whan Lee, Hee-Heon Song:
A new recurrent neural-network architecture for visual pattern recognition. 331-340 - K. Gopalsamy, I. K. C. Leung:
Convergence under dynamical thresholds with delays. 341-348 - Georg Thimm, Emile Fiesler:
High-order and multilayer perceptron initialization. 349-359 - Hubert Y. Chan, Stanislaw H. Zak:
On neural networks that design neural associative memories. 360-372 - Yingduo Han, Lincheng Xiu, Zhonghong Wang, Qi Chen, Shaohua Tan:
Artificial neural networks controlled fast valving in a power generation plant. 373-389 - Witold Pedrycz, James Waletzky:
Neural-network front ends in unsupervised learning. 390-401 - Asim Roy, Somnath Mukhopadhyay:
Iterative generation of higher-order nets in polynomial time using linear programming. 402-412 - Antonio J. Montalvo, Ronald S. Gyurcsik, John J. Paulos:
Toward a general-purpose analog VLSI neural network with on-chip learning. 413-423 - S. M. Rezaul Hasan, Kang Siong Ng:
A parallel processing VLSI BAM engine. 424-436 - Hugues Bersini, Vittorio Gorrini:
A simplification of the backpropagation-through-time algorithm for optimal neurocontrol. 437-441 - Nobuo Funabiki, Seishi Nishikawa:
A binary Hopfield neural-network approach for satellite broadcast scheduling problems. 441-445 - Lipo Wang:
Discrete-time convergence theory and updating rules for neural networks with energy functions. 445-447 - Amir F. Atiya
How initial conditions affect generalization performance in large networks. 448-451 - Ernesto Rios-Patron, Richard D. Braatz:
On the "Identification and control of dynamical systems using neural networks". 452 - Jinyan Li, Tommy W. S. Chow, Boris Igelnik, Yoh-Han Pao:
Comments on "Stochastic choice of basis functions in adaptive function approximation and the functional-link net" [and reply]. 452-454 - Ke Chen
Correction to "A Modified HME Architecture for Text-Dependent Speaker Identification". 455
Volume 8, Number 3, May 1997
- Michael J. Healy, Thomas P. Caudell:
Acquiring rule sets as a product of learning in a logical neural architecture. 461-474 - Kumpati S. Narendra
Adaptive control using neural networks and approximate models. 475-485 - Juha Karhunen, Erkki Oja, Liuyue Wang, Ricardo Vigário
A class of neural networks for independent component analysis. 486-504 - Nicolaos B. Karayiannis:
A methodology for constructing fuzzy algorithms for learning vector quantization. 505-518 - Giovanna Castellano
An iterative pruning algorithm for feedforward neural networks. 519-531 - Ezz I. El-Masry, Hong-Kui Yang, Mohamed A. Yakout:
Implementations of artificial neural networks using current-mode pulse width modulation technique. 532-548 - Maryhelen Stevenson:
The effects of limited-precision weights on the threshold Adaline. 549-552 - Gordon Lightbody
Nonlinear control structures based on embedded neural system models. 553-567 - Minoru Fukumi, Sigeru Omatu, Yoshikazu Nishikawa:
Rotation-invariant neural pattern recognition system estimating a rotation angle. 568-581 - Chi-Sing Leung
Transmission of vector quantized data over a noisy channel. 582-589 - Gilles Labonté:
On solving systems of linear inequalities with artificial neural networks. 590-600 - Yee Leung, Jiang-She Zhang, Zongben Xu:
Neural networks for convex hull computation. 601-611 - Markus Rupp, Ali H. Sayed:
Supervised learning of perceptron and output feedback dynamic networks: a feedback analysis via the small gain theorem. 612-622 - Marco Muselli:
On convergence properties of pocket algorithm. 623-629 - James Tin-Yau Kwok, Dit-Yan Yeung:
Constructive algorithms for structure learning in feedforward neural networks for regression problems. 630-645 - Seán F. McLoone
Fast parallel off-line training of multilayer perceptrons. 646-653 - Rudy Setiono, Huan Liu:
Neural-network feature selector. 654-662 - Chanchal Chatterjee, Vwani P. Roychowdhury:
On self-organizing algorithms and networks for class-separability features. 663-678 - Gopathy Purushothaman, Nicolaos B. Karayiannis:
Quantum neural networks (QNNs): inherently fuzzy feedforward neural networks. 679-693 - Xin Yao
A new evolutionary system for evolving artificial neural networks. 694-713 - Alessandro Sperduti, Antonina Starita:
Supervised neural networks for the classification of structures. 714-735 - Marek K. Solak:
Temporal and spatial stability in translation invariant linear resistive networks. 736-747 - Andrew C. McCormick, Asoke K. Nandi:
Real-time classification of rotating shaft loading conditions using artificial neural networks. 748-757 - Narayan Srinivasa, Rajeev Sharma:
SOIM: a self-organizing invertible map with applications in active vision. 758-773 - William J. Wolfe, Richard M. Ulmer:
Orthogonal projections applied to the assignment problem. 774-778 - Kadri Hacioglu:
An improved recurrent neural network for M-PAM symbol detection. 779-783 - Jun Wang
Primal and dual assignment networks. 784-790 - Tim A. Hely, David J. Willshaw, Gillian M. Hayes:
A new approach to Kanerva's sparse distributed memory. 791-794 - Kusnadi, Jo Dale Carothers, Felix Chow:
Hierarchical graph visualization using neural networks. 794-799 - Sang-Hoon Oh
Improving the error backpropagation algorithm with a modified error function. 799-803 - Yousen Xia:
Neural network for solving extended linear programming problems. 803-806 - Jim Y. F. Yam, Tommy W. S. Chow:
Extended least squares based algorithm for training feedforward networks. 806-810 - X. Liang, K. Y. Lee:
Comments on "Diagonal recurrent neural networks for dynamic systems control". Reproof of theorems 2 and 4 [and reply]. 811-814 - Kwang Y. Lee:
Author's Reply And Revision For Time-varying Weights. 813-814 - Paul Watta, Agus Sudjianto:
Pattern Recognition And Neural Networks [Book Reviews]. 815-816
Volume 8, Number 4, July 1997
- Tharam S. Dillon, Payman Arabshahi, Robert J. Marks II:
Guest Editorial Everyday Applications Of Neural Networks. 825-826 - José R. Dorronsoro, Francisco Ginel, Carmen Sanchez, Carlos Santa Cruz:
Neural fraud detection in credit card operations. 827-834 - Alireza Khotanzad, Reza Afkhami-Rohani, Tsun-Liang Lu, Alireza Abaye, Malcolm H. Davis, Dominic Maratukulam:
ANNSTLF-a neural-network-based electric load forecasting system. 835-846 - Scott D. G. Smith, Richard Escobedo, Michael Anderson, Thomas P. Caudell:
A deployed engineering design retrieval system using neural networks. 847-851 - Chris M. Roadknight
Modeling complex environmental data. 852-862 - James V. Hansen, Ray D. Nelson:
Neural networks and traditional time series methods: a synergistic combination in state economic forecasts. 863-873 - Sungzoon Cho, Yongjung Cho, Sungchul Yoon:
Reliable roll force prediction in cold mill using multiple neural networks. 874-882 - Jill P. Card, Debbie L. Sniderman, Casimir C. Klimasauskas:
Dynamic neural control for a plasma etch process. 883-901 - Taghi M. Khoshgoftaar, Edward B. Allen, John P. Hudepohl, Stephen J. Aud:
Application of neural networks to software quality modeling of a very large telecommunications system. 902-909 - Gérard Bloch, Franck Sirou, Vincent Eustache, Philippe Fatrez:
Neural intelligent control for a steel plant. 910-918 - Anthony Zaknich:
Characterization of aluminum hydroxide particles from the Bayer process using neural network and Bayesian classifiers. 919-931 - James N. K. Liu, Danny K. Y. Sin:
Fuzzy neural networks for machine maintenance in mass transit railway system. 932-941 - Yakout Mansour, Ebrahim Vaahedi, Mohamed A. El-Sharkawi:
Dynamic security contingency screening and ranking using neural networks. 942-950 - Vicente Ruiz de Angulo, Carme Torras
Self-calibration of a space robot. 951-963 - Joongho Chang, Gunhee Han, José M. Valverde, Norman C. Griswold, J. Francisco Duque-Carrillo
Cork quality classification system using a unified image processing and fuzzy-neural network methodology. 964-974
Volume 8, Number 5, September 1997
- Sidney S. Fels
Glove-talk II - a neural-network interface which maps gestures to parallel formant speech synthesizer controls. 977-984 - Shun-ichi Amari, Noboru Murata
Asymptotic statistical theory of overtraining and cross-validation. 985-996 - Danil V. Prokhorov
Adaptive critic designs. 997-1007 - Yuanmei Wang, Friedrich M. Wahl:
Vector-entropy optimization-based neural-network approach to image reconstruction from projections. 1008-1014 - Henrik Schiøler
Neural network for estimating conditional distributions. 1015-1025 - Aristides S. Galanopoulos, Randolph L. Moses, Stanley C. Ahalt:
Diffusion approximation of frequency sensitive competitive learning. 1026-1030 - Yanwu Zhang, Yuanliang Ma:
CGHA for principal component extraction in the complex domain. 1031-1036 - Sapthotharan K. Nair, Jaekyun Moon:
Data storage channel equalization using neural networks. 1037-1048 - Ray-I Chang
VLSI circuit placement with rectilinear modules using three-layer force-directed self-organizing maps. 1049-1064 - Daniel S. Clouse, C. Lee Giles
Time-delay neural networks: representation and induction of finite-state machines. 1065-1070 - Stephen F. Brown, Alan J. Branford, William Moran:
On the use of artificial neural networks for the analysis of survival data. 1071-1077 - Phillip D. Stroud:
Learning and adaptation in an airborne laser fire controller. 1078-1089 - David R. Lovell
An evaluation of the neocognitron. 1090-1105 - Sapthotharan K. Nair, Jaekyun Moon:
A theoretical study of linear and nonlinear equalization in nonlinear magnetic storage channels. 1106-1118 - Yutaka Maeda, Rui J. P. de Figueiredo:
Learning rules for neuro-controller via simultaneous perturbation. 1119-1130 - James Tin-Yau Kwok, Dit-Yan Yeung:
Objective functions for training new hidden units in constructive neural networks. 1131-1148 - Fa-Long Luo, Rolf Unbehauen:
A minor subspace analysis algorithm. 1149-1155 - José Manuel Benítez
Are artificial neural networks black boxes? 1156-1164 - Yee Leung, Yong Gao, Zongben Xu:
Degree of population diversity - a perspective on premature convergence in genetic algorithms and its Markov chain analysis. 1165-1176 - Wladyslaw Kaminski
Kernel orthonormalization in radial basis function neural networks. 1177-1183 - Teresa Serrano-Gotarredona
An ART1 microchip and its use in multi-ART1 systems. 1184-1194 - Yonggwan Won, Paul D. Gader, Patrick C. Coffield:
Morphological shared-weight networks with applications to automatic target recognition. 1195-1203 - John Sum, Chi-Sing Leung
Yet another algorithm which can generate topography map. 1204-1207 - Andreas Weingessel, Horst Bischof
Adaptive combination of PCA and VQ networks. 1208-1211 - Pak Cheung Edgar An, Martin Brown, Chris J. Harris
On the convergence rate performance of the normalized least-mean-square adaptation. 1211-1214 - Lipo Wang:
On competitive learning. 1214-1217 - Sangbong Park, Cheol Hoon Park, Suwat Kuntanapreeda, R. Rees Fullmer:
Comments on "A training rule which guarantees finite-region stability for a class of closed-loop neural-network control systems" [with reply]. 1217-1218 - Suwat Kuntanapreeda, R. Rees Fullmer:
Authors' Reply. 1218
Volume 8, Number 6, November 1997
- Xiao Ming Gao, Xiao Zhi Gao, Jarno M. A. Tanskanen
Power prediction in mobile communication systems using an optimal neural-network structure. 1446-1455 - Apostolos-Paul Nicholas Refenes, A. Neil Burgess, Yves Bentz:
Neural networks in financial engineering: a study in methodology. 1222-1267 - Paul Watta, Kaining Wang, Mohamad H. Hassoun:
Recurrent neural nets as dynamical Boolean systems with application to associative memory. 1268-1280 - Chun-Shin Lin, Ching-Tsan Chiang:
Learning convergence of CMAC technique. 1281-1292 - Hyun Myung, Jong-Hwan Kim:
Time-varying two-phase optimization and its application to neural-network learning. 1293-1300 - Asim Roy, Sandeep Govil, Raymond Miranda:
A neural-network learning theory and a polynomial time RBF algorithm. 1301-1313 - Brijesh K. Verma
Fast training of multilayer perceptrons. 1314-1320 - John A. Hertz, Anders Krogh
Nonlinear backpropagation: doing backpropagation without derivatives of the activation function. 1321-1327 - Yong-Zai Lu, S. W. Markward:
Development and application of an integrated neural system for an HDCL. 1328-1337 - Sushmita Mitra
Knowledge-based fuzzy MLP for classification and rule generation. 1338-1350 - F. Xabier Albizuri
Structure of the high-order Boltzmann machine from independence maps. 1351-1358 - Nobuo Funabiki, Seishi Nishikawa:
A gradual neural-network approach for frequency assignment in satellite communication systems. 1359-1370 - Qiangfu Zhao:
Stable online evolutionary learning of NN-MLP. 1371-1378 - Michael Stiber
Responses to transients in living and simulated neurons. 1379-1385 - Yi Zheng, James F. Greenleaf, John J. Gisvold:
Reduction of breast biopsies with a modified self-organizing map. 1386-1396 - Bryan W. Stiles, Irwin W. Sandberg, Joydeep Ghosh:
Complete memory structures for approximating nonlinear discrete-time mappings. 1397-1409 - Arun T. Vemuri, Marios M. Polycarpou
Neural-network-based robust fault diagnosis in robotic systems. 1410-1420 - Vasilis Z. Marmarelis, Xiao Zhao:
Volterra models and three-layer perceptrons. 1421-1433 - Axel Doering, Miroslaw Galicki, Herbert Witte:
Structure optimization of neural networks with the A*-algorithm. 1434-1445 - Gregory L. Plett
Mine detection using scattering parameters. 1456-1467 - Derong Liu
A new synthesis approach for feedback neural networks based on the perceptron training algorithm. 1468-1482 - Gopalasamy Athithan, Chandan Dasgupta
On the problem of spurious patterns in neural associative memory models. 1483-1491 - Nicolaos B. Karayiannis, Glenn Weiqun Mi:
Growing radial basis neural networks: merging supervised and unsupervised learning with network growth techniques. 1492-1506 - Steve Lawrence, Andrew D. Back
On the distribution of performance from multiple neural-network trials. 1507-1517 - Chanchal Chatterjee, Vwani P. Roychowdhury, Javier Ramos
Self-organizing algorithms for generalized eigen-decomposition. 1518-1530 - Rajesh M. Kandadai, James M. Tien:
A knowledge-base generating hierarchical fuzzy-neural controller. 1531-1541 - Frédéric Maire:
A partial order for the M-of-N rule-extraction algorithm. 1542-1544 - Jar-Shone Ker, Yau-Hwang Kuo, Rong-Chang Wen, Bin-Da Liu:
Hardware implementation of CMAC neural network with reduced storage requirement. 1545-1556 - Tsong-Chih Hsu, Sheng-De Wang:
k-winners-take-all neural net with Θ(1) time complexity. 1557-1561 - Wang Song, Shaowei Xia, Jianchang Mao, Anil K. Jain, Danil V. Prokhorov, Donald C. Wunsch II:
Comments on "A self-organizing network for hyperellipsoidal clustering (HEC)" [and reply]. 1561-1563 - Jianchang Mao, Anil K. Jain:
Authors' Reply. 1563 - Danil V. Prokhorov
Corrections To "Adaptive Critic Designs". 1563 - Vladimir Cherkassky:
The Nature Of Statistical Learning Theory. 1564
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