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Tables of Contents for Progress in Neural Information Processing
Chapter/Section Title
Page #
Page Count
Learning Theories and Algorithms (Oral Presentation)
1
228
Information Geometry of Neural Networks - New Bayesian Duality Theory (Plenary talk)
3
4
S. I. Amari (RIKEN)
Blind Signal Separation by Neural Networks (Plenary talk)
7
8
E. Oja
A. Hyvarinen (Helsinki University of Technology)
Neural Network Model of Spatial Memory (Honored talk)
15
6
K. Fukushima (Osaka University)
Concerning the Development of Retina Implants with Neural Nets (Honored talk)
21
8
R. E. Eckmiller (University of Bonn)
Neuronal Goals: Efficient Coding and Coincidence Detection (Invited talk)
29
6
N. Intrator (Tel Aviv University)
Time Series Prediction Using Mixtures of Experts (Invited talk)
35
6
R. Meir
A. J. Zeevi
R. J. Adler (Technion)
Data Manifolds, Natural Coordinates, Replicator Neural Networks, and Optimal Source Coding (Invited talk)
41
5
R. Hecht-Nielsen (HNC Software Inc.)
Comparing Adaptive and Non-Adaptive Connection Pruning with Pure Early Stopping
46
7
L. Prechelt (University Karlsruhe)
A Hierarchical CMAC Architecture for Context Dependent Function Approximation
53
6
C. K. Tham (National University of Singapore)
Bayesian-Kullback Ying-Yang Machine: Reviews and New Results
59
9
L. Xu (The Chinese University of Hong Kong)
Constructive Learning Algorithm for Multilayer Neural Network Using Linear Least Square Technique
68
6
C. K. Ng
P. Wen
A. K. M. Wu (City University of Hong Kong)
Using Ancillary Statistics in On-Line Learning Algorithms
74
6
H. Zhu
R. Rohwer (Aston University)
An Equidistortion Principle Constrained SOM for Vector Quantisation
80
4
H. Yin
N. M. Allinson (UMIST)
Classifying of Seismic Signals by Integrating Ensembles of Neural Networks
84
7
Y. Shimshoni
N. Intrator (Tel-Aviv University)
A Framework for Extending the Noise Sensitivity Signature Method for Model Complexity Selection (Invited talk)
91
6
M. P. Perrone (IBM T. J. Watson Research Center)
Finding Cluster Directions by Nonlinear Hebbian Learning
97
6
A. Hyvarinen (Helsinki University of Technology)
A Self-Supervised Learning System for Category Detection by Sensory Integration
103
6
K. Yamauchi
M. Oota
N. Ishii (Nagoya Institute of Technology)
Reference Priors for Neural Networks: Laplace Versus Gaussian
109
6
T. Y. Kwok
D. Y. Yeung (Hong Kong University of Science and Technology)
The Dynamics of On-Line Learning (Invited talk)
115
8
S. A. Solla (AT&T Research Labs)
Monotonicity Hints for Credit Screening
123
5
J. Sill
Y. Abu-Mostafa (California Institute of Technology)
Supervised Competitive Learning with Adaptive Similarity
128
5
K. Demura
Y. Anzai (Keio University)
Distribution Based Trees Are More Accurate
133
6
N. Shang
L. Breiman (University of California, Berkeley)
Levenberg-Marquardt Learning and Regularization (Invited talk)
139
6
L. W. Chan (The Chinese University of Hong Kong)
Interpreting Internal Representation by Information Maximization
145
6
R. Kamimura
S. Nakanishi (Tokai University)
A Context-Sensitive Generalization of ICA (Invited talk)
151
7
B. A. Pearlmutter
L. C. Parra (Siemens Corporate Research)
Neural Mechanics (Invited talk)
158
7
R. L. Fry (Johns Hopkins University)
A Statistical Mechanics Study of Weight Decay
165
4
S. Bos (Institute of Physical and Chemical Research)
Bin Model for Neural Networks
169
5
Y. Abu-Mostafa
X. B. Song (California Institute of Technology)
A New Worst-Case Trainning Algorithm for RBF Neural Networks
174
6
S. H. Tan
A. C. Tsoi
A. Back
A. K. Chan (National University of Singapore)
Models of Generalization Error in Learning Systems with Training Error Selection (Invited talk)
180
8
A. Kowalczyk (RIKEN)
The Statistical Behavior of Bidirectional Associative Memory Under Forgetting Learning
188
6
C. S. Leung
L. W. Chan
J. Sum (The Chinese University of Hong Kong)
The Neural Heat Exchanger (Invited talk)
194
4
J. Schmidhuber (IDSIA)
Discretizing Continuous Neural Networks Using A Polarization Learning Rule
198
6
L. F. Wang
H. D. Cheng (Utah State University)
Fusion of Neural Network Experts
204
6
P. K. H. Chan
S. S. Erdogan
G. S. Ng (National University of Singapore)
Fuzzy Function Approximation and the Shape of Fuzzy Sets
210
6
S. Mitaim
B. Kosko (University of Southern California)
Least Mean Square Error Reconstruction Learning in Lateral Inhibitory Network for Multiple Cause Model
216
6
B. L. Zhang
L. Xu (The Chinese University of Hong Kong)
Learning Belief Networks From Realistic Data: A Comparative Study
221
6
H. S. Kim
S. Z. Cho
Y. Peng (Pohang University of Science and Technology)
Supervised Feedforward Neural Networks Are Provably Secure
227
2
A. J. Blumberg (MIT Artificial Intelligence Laboratory)
Learning Theories and Algorithms (Poster Presentation)
229
52
A Modified Learning Algorithm for Improving the Fault Tolerance of BP Networks
231
6
N. Wei
S. Yang
S. Tong (Tsinghua University)
A Study of the Effectiveness of Meta Neural Networks in RPROP Parameter Adaptation
237
5
C. McCormack (University College Cork)
Neural Network Classification of Non-Uniform Data
242
5
K. Y. M. Wong
H. C. Lau (The Hong Kong University of Science and Technology)
An Extension of The Back-Propagation Algorithm to Quaternions
247
4
T. Nitta (Electrotechnical Laboratory)
Nonlinear Mappings and Classifications of Interval Vectors Using Neural Networks
251
5
L. Huang (South China University of Technology)
An Information-Based Distance Metric for Instanced-Based Learning
256
5
W. Z. Liu (University of Portsmouth)
A Learning Algorithm of Fuzzy Neural Networks Based on Fuzzy Number Operations
260
6
Z. Q. Li
Y. C. Zhang
M. Nishikawa
A. Ichikawa (The University of Southern Queensland)
More on Overfitting in Learning Discrete Patterns
266
5
C. X. Ling (University of Hong Kong)
Optimal Radial Basis Function Nets with Applications to Nonlinear Function Learning and Classification
271
4
A. Krzyzak
L. Xu (Concordia University)
Extended Cauchy Machines
275
6
S. Cuche
E. Fiesler (IDIAP)
Speech and Signal Processing (Oral Presentation)
281
54
Voice Command: A Digital Neuro-Chip for Robust Speech Recognition in Real-World Noisy Environments (Invited talk)
283
5
S. Y. Lee
K. H. Ahn
D. S. Kim
J. W. Cho
J. H. Jeong
J. W. Kim
S. O. Kwon
R. M. Kil (Korea Advanced Institute of Science & Technology)
Is Word Recognition A Linearly Separable Problem!
288
6
M. Saseetharran (UWS Nepean)
Text-Dependent Speaker Identification Based on the Modular Tree: An Empirical Study
294
6
K. Chen
X. Yu
H. Chi (Peking University)
Arabic Vowel Classification Via QR Factorization
300
6
M. F. Abu El-Yazeed
M. A. El-gamal (U. A. E. University)
A Three-Stage Model of Speech Processing and Recognition in the Auditory System
306
5
T. Wesarg
B. Bruckner
C. Schauer (Federal Institute for Neurobiology)
An Efficient Linguistic Decoder for Continuous Cantonese Word Recognition
311
6
K. K. Shin
J. C. H. Poon (The Hong Kong Polytechnic University)
An On-Line Learning Algorithm for Blind Equalization
317
5
H. H. Yang
E. S. Chung (RIKEN)
Adaptive Local Radial Basis Function Network for Nonstationary Channel Equalisation Problem
322
6
E. S. Chng
H. H. Yang
H. Wiklicky (National University of Singapore)
An EM Algorithm for Asynchronous Input/Output Hidden Markov Models (Invited talk)
328
7
S. Bengio
Y. Bengio (INRS-Telecommunications)
Speech and Signal Processing (Poster Presentation)
335
10
Feature Extraction of Brainstem Auditory Evoked Potential Signals Based on Wavelet Transform
337
4
Y. Yang
X. Shi (Shanghai Jiao Tong University)
Application of Recurrent Neural Network to Identification of Defect Depth with Impulsive Sound
341
4
M. Kotani
H. Matsumoto (Kobe University)
Visual Processing (Oral Presentation)
345
18
Learning Probability Models and Algorithms for Vision (Invited talk)
347
3
A. L. Yuille
S. C. Zhu (Smith-Kettlewell Eye Research Institute)
A Neural Network Method for Correcting the Color Shifts Due to the Illuminant Changes
350
6
Y. Arai
S. Nakauchi
S. Usui (Toyohashi University of Technology)
A Stereo Matching Network and Its Biological Implications
356
7
T. Tsukahara
Y. Hirai (University of Tsukuba)
Pattern Recognition and Image Processing (Oral Presentation)
363
52
A Neural Network for Recognizing Rotated Patterns and Estimating Their Rotation Angle
365
6
M. Fukumi
N. Akamatsu (University of Tokushima)
Remote Sensing: Land Use Classification Using Neural Gas
371
6
G. S. Ruppert
M. Schardt
G. Balzuweit (Joanneum Research)
3D Object Recognition by Coupling Mixtures of Autoencoders and Dynamic Matching
377
6
T. Fujita
S. Suzuki
H. Ando (ATR Human Information Processing Research Laboratories)
Better Korean Grapheme Recognition by Expanding the Input Subimage Areas
383
6
J. S. Lee
O. J. Kwon
S. Y. Bang (Pohang University of Science and Technology)
Contour Classification by Hopfield-Amari Network
389
6
A. M. N. Fu
H. Yan (The University of Sydney)
Deformation Theory of the Dynamic Link Architecture
395
6
T. Aonishi
K. Kurata (Osaka University)
How to Train An Unknown 2D Camera Movement System to Generate Time-Optimal Saccades
401
4
V. Zahn
R. Eckmiller (University of Bonn)
Handwritten Digit Recognition with A Neocognitron Using Different Thresholds in Learning and Recognition
405
5
H. Shouno
K. Nagahara
K. Fukushima
M. Okada (Osaka University)
Study on High Performance OCR System Implemented by Hybrid Neural Networks (Invited talk)
410
5
Y. S. Wu
X. Q. Ding
M. S. Zhao H. Guo
F. X. Guo (Tsinghua University)
Pattern Recognition and Image Processing (Poster Presentation)
415
64
An Analog Neural Network for Gabor-Type Image Filtering
417
6
B. E. Shi (Hong Kong University of Science and Technology)
Radar Target Identification Using Wavelet Transform of Range Profiles
423
5
Q. Zhao
Z. Bao
H. S. Chi (Peking University)
Using A Modified Hypermap for Analyzing Moving Scenes
428
4
C. Blumenstein
B. Bruckner
R. Mecke
T. Wesarg
C. Schauer (Federal Institute for Neurobiology)
Robust Face Image Retrieval by Fuzzy Gated Neuronal Architecture
432
6
V. Chandrasekaran
Z. Q. Liu (University of Melbourne)
A Computational Model for the Extraction of Really Moving Objects from the Entire Retinal Image Flow
438
6
K. I. Miura
T. Nagano (Hosei University)
Hybrid Architecture for Image Understanding by Mutual Evaluation of Symbol and Pattern Processing
444
6
Y. Mitsumori
D. Saeki
Y. Tsuji
T. Omori (Tokyo University of Agriculture & Technology)
Fuzzy Neural Network for Radar Target Identification
450
4
C. L. Yang
G. S. Liu
Y. H. Wang (Nanjing University of Science and Technology)
Classifying Facial Emotions by Backpropagation Neural Networks with Fuzzy Inputs
454
4
J. Zhao
G. Kearney (University of Greenwich)
Evolutionary Cellular Automata for Emergent Image Features
458
6
J. M. Liu
H. J. Zhou
Y. Y. Tang (Hong Kong Baptist University)
Handwritten Character Recognition Using A New Dynamic Forward-Propagation Neural Network and Fourier Descriptors
464
6
I. P. Morns
S. S. Dlay (University of Newcastle)
Isolated Digit Recognition Using A Neural Tree
470
5
S. Shah (Indian Institute of Science)
A New Approach for Contour Extraction From Handwritten Zip Code by Using Adaptive Double Threshold Binarization
475
4
I. Nagayama
T. Takara (University of The Ryukyus)
Recurrent Networks, Automata and Dynamics (Oral Presentation)
479
76
Analog Computing in Physical Systems (Invited talk)
481
5
H. T. Siegelmann
S. Fishman (Technion)
A Cascade Neural Network Model with Nonlinear Poles and Zeros (Invited talk)
486
6
A. C. Tsoi
A. Back (University of Queensland)
Network Response Time for A General Class of WTA
492
4
P. K. S. Tam
J. P. F. Sum
C. S. Leung
L. W. Chan (The Hong Kong Polytechnic University)
An Artificial Chaotic Neural Network for Image Feature Extraction (Invited talk)
496
6
H. Szu
C. Hsu
M. Erie
M. Weeks (The University of Southwestern Louisiana)
Chaotic-Classified Properties and Application in Cryptography of Hopfield Neural Network Under Overstorage
502
6
D. Guo
L. M. Cheng
L. L. Cheng
Z. X. Chen
R. T. Liu
B. X. Wu (City University of Hong Kong)
On the Relatively Simple Statistical Mechanics of Neural-Network Acceptors
508
6
M. F. J. Drossaers (University of Twente)
A Simplified Architecture for Nonlinear Recurrent Neural Filter
514
6
J. T. Cao
A. Cichocki (The Institute of Physical and Chemical Research)
Stability Analysis of Real-Time Recurrent Learning
520
4
K. C. Sio
C. K. Lee (The Hong Kong Polytechnic University)
A Chaos Association Model with a Time-Dependent Periodic Activation Function
524
5
T. Tanaka
M. Nakagawa (Nagaoka University of Technology)
Experimental Studies of Recurrent Networks for Learning Regular Grammars
529
6
L. H. Chen
P. B. Tan (Nanyang Technological University)
Cooccurrence Links: Analogical Inference with an Oscillatory Neural Network
535
6
T. Yamanoue (Kyushu Institute of Technology)
Recurrent Neural Networks for Digital Sequential Circuits
541
6
H. Ninomiya
H. Asai (Shizuoka University)
Global Stability Analysis for Asymmetric Continuous Time Hopfield Network
547
4
X. F. Liao
J. B. Yu (UEST of China)
Stability Conditions for Nonlinear Continuous Random Neural Networks
551
4
X. S. Zhang (Shantou University)
Recurrent Networks, Automata and Dynamics (Poster Presentation)
555
24
Usefulness of Edge of Chaos State for Synchronous Response of Receptor Cell Syncytium
557
6
H. Funakubo
Y. Kashimori
T. Kambara (The University of Electro-Communications)
Binary State Machines for Arithmetic Operations on Pulse-Coded Signals
563
4
D. Gorse (University College)
A Back Propagation Model with Periodic Chaos Neurons
567
5
H. Maeda
M. Nakagawa (Nagaoka University of Technology)
An Autonomous Control of Periodic Chaos Neural Network
572
7
M. Nakagawa (Nagaoka University of Technology)
Associative Memory (Oral Presentation)
579
30
Equivalence and Differences in Recall and Storage Dynamics of Associative Memory
581
6
H. F. Yanai (Tamagawa University)
Retrieval of Patterns From Hopfield Network Using Prior Knowledge
587
5
H. S. Yoon (University of California, Santa Cruz)
Q-State Associative Memory Rules and Comparisons
592
6
A. Negatu
A. Jagota (University of Memphis)
Pipeline Redundancy Implementation of the Theorem of Fault Tolerance Associative Memory
598
6
P. Watanapongse
H. H. Szu
C. Lursinsap (The University of Southwestern Louisiana)
Learning Rules of Neural Networks Using Time Difference Simultaneous Perturbation
604
5
Y. Maeda
Y. Kanata (Kansai University)
Associative Memory (Poster Presentation)
609
12
Combinative Implementation of Associative Memory
611
5
J. Z. Zhou (Shen Zhen University)
A Memory Neural Network and Its Functions
616
5
J. W. Ma (Shantou University)
Optimization (Oral Presentation)
621
44
Testing Neural Net Algorithms on General Compressible Data (Invited talk)
623
8
A. K. Jagota
K. W. Regan (University of North Texas)
A Binary Neural Network Approach for Max Cut Problems
631
5
N. Funabiki
S. Nishikawa
S. Tajima (Osaka University)
An Improved Neural Net Algorithm for the Hypergraph Vertex Cover Problem
636
6
D. Kaznachey
A. Jagota (University of Memphis)
Numerical Soap Film for the Steiner Tree Problem
642
6
C. Y. Liou
Q. M. Chang (National Taiwan University)
New Results on the Hybrid of Lagrange and Transformation Approaches for Combinatorial Optimization
648
6
J. Ruan
L. Xu (The Chinese University of Hong Kong)
A Dynamical Neural Network for Solving A Class of Linear Complementary Problems
654
5
Y. S. Xia
J. L. Haung (Nanjing University of Posts and Telecommunication)
A Recurrent Neural Network for Solving the Assignment Problem Based on Its Dual Formulation
659
6
J. Wang (The Chinese University of Hong Kong)
Optimization (Poster Presentation)
665
14
Augmented Lagrange-Hopfield Method for Combinatorial Optimization
667
6
S. Z. Li
L. H. Chen (Nanyang Technological University)
Sweeping Generalizations of Continuous Hopfield and Hopfield-Lagrange Networks
673
6
J. V. D. Berg (Erasmus University Rotterdam)
Financial Engineering and Time Series Forecasting (Oral Presentation)
679
106
Biasing Towards Integer Solutions (Invited talk)
681
8
A-P. N. Refenes
J. T. Connor (London Business School)
Modeling of Scholastic Aptitude Tests (Invited talk)
689
8
A. S. Weigend
C. Perlich
M. Brehler (University of Colorado)
What Is the "True Price"? - State Space Models for High Frequency Financial Data (Invited talk)
697
8
J. Moody
L. Z. Wu (Oregon Graduate Institute)
Experiments in Bond Rating with Probabilistic Neural Networks
705
5
A. J. Surkan
A. N. Skurikhin (University of Nebraska)
Application of Rival Penalized Competitive Learning on Capital Market Prediction: Adaptive RPCL-CLP and RPCL-ART
710
6
W. M. Leung
Y. M. Cheung
H. Z. H. Lai (The Chinese University of Hong Kong)
Portfolio Selection with Self-Organizing Maps
716
6
C. F. Lee
W. P. Tai (National Taiwan University)
"Clearning Neural Networks with Continuity Constraint for Prediction of Noisy Time Series
722
4
B. Tang
W. Hsieh
F. Tangang (University of British Columbia)
Improving Long Term Time Series Prediction Using A Modified Influence Function
726
6
L. H. Chen
P. B. Tan (Nanyang Technological University)
Study on Flood/Drought Predicting Through Neuron Network Method Composed of Time-Series Continuation and Related External Variables
732
5
L. Jin
Y. Lou (Jiangsu Meteorological Institute)
Non-Linear Time Series Prediction Using and Optimum Neural Network Architecture
737
5
L. Li
J. T. Eriksson (Tampere University of Technology)
Modeling for Nonlinear Time Series Based on Dynamic Neural Network and Inverse System
742
5
Z. X. Qin
H. Y. Zhang
C. W. Chan
K. C. Cheung (Beijing University Aeronautics and Astronautics)
A Neuro-Evolutionary Framework for Fuzzy Soft-Constraint Optimisation: An FX/Futures Trading Portfolio Application
747
7
P. Nacaskul (Imperial College of Science, Technology & Medicine)
Foreign Exchange Rates Forecasting with Neural Networks
754
6
J. T. Yao
H. L. Poh
T. Jasic (National University of Singapore)
Option Pricing with Neural Networks
760
6
M. Liu (The Chinese University of Hong Kong)
A Genetic-Based Approach for the Derivation of Trading Strategies on the German Stock Market
766
5
A. Frick
R. Herrmann
M. Kreidler
A. Narr
D. Seese (University of Karlsruhe)
An Improved Time Series Prediction by Applying the Layer-by-Layer Learning Method to FIR Neural Networks
771
6
H. Y. Yu
S. Y. Bang (Pohang University of Science and Technology)
Canonical Momenta Indicators of Financial Markets and Neocortical EEEG (Invited talk)
777
8
L. Ingber (Lester Ingber Research)
Financial Engineering and Time Series Forecasting (Poster Presentation)
785
18
A Case Study for Hong Kong Weather Forecasting
787
6
J. Liu
L. Wong (Hong Kong Polytechnic University)
An Alternative Choice of Output in Neural Network for the Generation of Trading Signals in A Financial Market
793
6
K. C. Lam
K. Lam (The University of Hong Kong)
Time Series Prediction with Hierarchical Radial Basis Function
799
4
T. Frohlinghaus
K. Y. Szeto (Hong Kong University of Sciences and Technology)
Evolutionary Computing (Oral Presentation)
803
40
A Genetic Approach to Video Indexing
805
6
C. L. Chow
A. Si
R. W. H. Lau
H. V. Leong (The Hong Kong Polytechnic University)
Feature Selection in Automatic Signature Verification Based on Genetic Algorithms
811
5
G. S. K. Fung
J. N. K. Liu
R. W. H. Lau (The Hong Kong Polytechnic University)
Gene-Exchange-Based Autonomous Dynamic Load Balancing Model
816
6
T. Ohira
R. Sawatari
M. Tokoro (Sony Computer Science Laboratory)
A Soft Computing Approach to the Management of the Chemical Plant Start-Up
822
5
M. A. Fernandes
L. A. V. Carvalho
F. Mora-Camino (University Paul Sabatier)
A Real-Time Evolutionary Algorithm for In-Situ Ellipsometer Data Analysis
827
5
P. P. C. Yip
Y. H. Pao
S. R. LeClair
K. G. Eyink (AI WARE, Inc)
The Self-Encoding Genetic Algorithm
832
6
X. Wang
X. Shi
Z. Lu (Shanghai Jiao Tong University)
A Fusion Technique of GAs and SA and Its Application to QAPs
838
5
L. J. Park
C. H. Park (Korea Advanced Institute of Science and Technology)
Evolutionary Computing (Poster Presentation)
843
8
An Adaptive Fuzzy Neural Network with Evolutionary Learning Algorithm
845
6
S. S. Yao
C. J. Wei
Z. Y. He (Southeast University)
Neuroscience and Biophysics (Oral Presentation)
851
62
A Two Dimensional Network Model of Nucleus Laminaris Based on A Realistic Neuron Model for Sound Location of Barn Owl
853
5
K. Kono
Y. Kashimori
T. Kambara (The University of Electro-Communications)
Spatio-Temporal Representation of Odor Information in Olfactory Bulb
858
6
O. Hoshino
Y. Kashimori
T. Kambara (The University of Electro-Communications)
Effect of Temporal Pattern of Peripheral Taste Nerve Activity on Self-Organization of Gustatory Neuron Types in Hindbrain
864
6
K. Waki
Y. Kashimori
A. Tsuboi
T. Kambara (The University of Electro-Communications)
Modeling of Propagation of Action Potential of Neural Fiber and Its Applications
870
6
S. L. Zhao
Y. P. Li (Beijing Medical University)
Hierarchical Classification of Spatio-Temporal Firing Patterns Encoding Odors in A Neural Network Model of Olfactory Cortex
876
6
T. Oyamada
O. Hoshino
Y. Kashimori
T. Kambara (The University of Electro-Communications)
Diagnostic Information Extraction From Automated ECG Analysis in Anterior Myocardial Infarction Using Neural Networks
882
6
K. Oguri
A. Iwata
K. Yamauchi (Aichi Prefectural University)
Simulations on Sign Selective Process in Jamming Avoidance Response of Electric Fish Eigenmannia
888
6
Y. Kashimori
T. Kambara (The University of Electro-Communications)
Model Explaining Subjective Contour
894
6
K. Ikuta
K. Fukushima (Osaka University)
Computer Simulation of Emergence of Group Intelligence in Fish School
900
6
Y. Narita
Y. Kashimori
N. Sasaki
T. Kambara (The University of Electro-Communications)
Neural Networks and Child Language Development: Towards A `Conglomerate' Neural Network Simulation Architecture
906
7
S. S. R. Abidi (Universiti Sains Malaysia)
Neural Control and Robotics (Oral Presentation)
913
64
A Neural Networks Approach for Approximate Realization of Nonlinear HXXX Controller
915
6
X. F. Yang
T. L. Shen
K. Tamura (Sophia University)
Learning Fine Motion in Robotics: Experiments with the Hierarchical Extended Kohonen Map
921
5
C. Versino
L. M. Gambardella (IDSIA)
A Tree-Structured Neural Network for Real-Time Adaptive Control
926
6
A. P. Heinz (University Freiburg)
Robust Approximate Pole Assignment Via Neuro-Optimization
932
6
D. Ho
J. Lam
J. H. Xu
H. K. Tam (City University of Hong Kong)
A Kendama Learning Robot Based on A Dynamic Optimization Principle
938
5
H. Miyamoto
F. Gandolfo
H. Gomi
S. K. Schaal
Y. Koike
R. Osu
E. Nakano
Y. Wada
M. Kawato (ATR Human Information Processing Research Laboratories)
Collision Detection in Robot Path Planning Using Neural Networks
943
5
J. Yuan (University of Windsor)
An Intelligent Navigator for Mobile Vehicles
948
6
N. H. C. Yung
C. Ye (The University of Hong Kong)
On Integrating Domain Knowledge into Reinforcement Learning
954
6
A. Hoffmann
B. Freier (University of New South Wales)
Neuro-Adaptive Control of A Non-Minimum Phase System with Varying Time-Delay
960
5
A. Toudeft
P. Gallinari (University of Paris 6)
Neural Dynamic Routing for Robust Teletraffic Control
965
5
W. K. F. Lor
K. Y. M. Wong (The Hong Kong University of Science and Technology)
Recursive Neural Networks as an Hypotheses Tester for Deinterleaving Repetitive Sequences
970
7
G. Noone
S. D. Howard (Defence Science and Technology Organisation)
Neural Control and Robotics (Poster Presentation)
977
28
Comparison of Three Different Neuro-Compensation Schemes for Adaptive Control of Robot Manipulators
979
6
S. K. Tso
N. L. Lin (City University of Hong Kong)
A Neural Network for Industrial Robot Collision Avoidance
985
4
U. Borgolte (Fern University Hagen)
Population Coding of Hand Locational Direction in Proprioceptive Cortex
989
6
M. Jang
S. Z. Cho (Pohang University of Science and Technology)
Optimal Trajectory Generation for an Industrial Robot by Markovian Networks
995
4
J. Puzicha
N. Goerke
R. Eckmiller (University of Bonn)
A New Component Architecture Approach for CBP Neural Networks
999
6
C. H. Park
H. S. Lee (KyungHee University)
Hardware Implementations (Oral Presentation)
1005
50
An Implementation of BP ANNs on a ILLIAC Connected Multiple Processors System
1007
5
W. Y. Chan
C. K. Li
H. W. Guan (The Hong Kong Polytechnic University)
ASIC Structure Research and Design of FP-Based Neural Networks
1012
5
L. Liu
Y. N. Zhao
B. Zhang (Tsinghua University)
Implementing Backpropagation Training on A Reconfigurable Computer Using Pipelining of the Training Patterns
1017
6
J. Torresen
J. G. Solheim (Norwegian University of Science and Technology)
Design of 12 Bit Multiplier Using the Redundant Binary Representation
1023
5
D. H. Jung
T. I. Yun
D. Chung (Inha University)
A Switched-Capacitor Fuzzy Processor
1028
5
L. S. Liu
B. X. Shi
Z. J. Li (Tsinghua University)
NeuDB'95: An SQL Based Neural Network Environment
1033
6
E. Schikuta (University of Vienna)
High Performance VLSI Compressors for Large Data Matrix in Digital Neural Networks Implementation
1039
6
D. Zhang (City University of Hong Kong)
A Floating-Gate "Synapse" Circuit and Its Application to A Neural Network Integrated Circuit with On-Chip Learning
1045
4
P. A. Shoemaker
C. G. Hutchens
J. E. Cooper
I. Lagnado (U. S. Naval command, Control and Ocean Surveillance Center)
CAM-Brain ATR's Billion Neuron Artificial Brain Project
1049
6
H. de Garis (ATR Human Information Processing Research Laboratories)
Hardware Implementations (Poster Presentation)
1055
26
Study of Neuron Model Using the Stochastic Processing
1057
6
K. T. Kim
B. K. Kim
D. Chung (India University)
Discrete Walsh Transform Neuro Chip Using OTA Circuits
1063
6
T. Kamio
H. Adachi
H. Ninomiya
H. Asai (Shizuoka University)
A Neural Network Visualization and Sensitivity Analysis Toolkit
1069
6
Y. S. Liao
J. Moody (Oregon Graduate Institute)
Parallel Implementation of the Confluent Preorder Parser on DECmpp
1075
6
K. S. E. Ho
W. S. Luk
L. W. Chan (The Chinese University of Hong Kong)
Hybrid Systems and Applications (Oral Presentation)
1081
52
Asymptotic Stability of Feedback Additive Fuzzy Systems (Invited talk)
1083
6
B. Kosko (University of Southern California)
Neural Networks for Detecting Conflicts on Real Vector Sets
1089
7
Y. Matsuyama
K. Ogura (Waseda University)
Adaptive Learning in Modular Fuzzy Neural Networks (Invited talk)
1096
6
N. K. Kasabov (University of Otago)
Recognition-Based Extraction of Characters in Printed Documents
1102
6
J. H. Bae
M. H. Part
H. J. Kim (Kyung-Pook National University)
Interactive Connectionist System for Rhytmic Prediction
1108
4
A. Pazos
J. J. Romero-Cardalda
A. S. del Riego
J. Dorado (University of A Coruna)
Three Valued Logic Neural Network
1112
4
G. Y. Wang
H. B. Shi (Chongqing University of Posts & Telecommunications)
Neural Network Based Automatic Grammatical Annotation of Chinese Text
1116
5
W. Liu
Y. X. Zhong (Beijing University of Posts & Telecommunication)
Self-Organized Segmentation of Hormone Pulsatility: Separating Growth Hormone Secretion in Health and Disease
1121
6
K. Prank
M. Kloppstech
S. J. Nowlan
T. Sejnowski
G. Brabant (Medical School Hannover)
Radial Basis Network for Facial Expression Synthesis
1127
6
I. King
H. T. Hou (The Chinese University of Hong Kong)
Hybrid Systems and Applications (Poster Presentation)
1133
54
Neural Network Model with Pointer Loop for STM
1135
5
B. Huang (Institute of Automation)
Creation of Evaluation Axes by Evolution and Their Roles for Mind in Neural Networks
1140
6
M. Takase
The Use of Neural Networks for Detecting Cancerous Cells Based on the One-Class Problem Approach
1146
6
N. A. Murshed
F. Bortolozzi
R. Sabourin (Pontificia Universidade Catolica do Parana)
A Neural Network Approach to Threshold Selection
1152
6
C. H. Li
P. K. S. Tam (Hong Kong Polytechnic University)
Spatial Representation of Keywords and Documents by Optimization and Inverse Optimization
1158
6
N. Homma
M. Ishikawa (Kyushu Institute of Technology)
Neural Soft-Sensor for the RFCCU's Fractionator Naphtha Endpoint
1164
5
J. C. Wang
S. Q. Wang (Zhejiang University)
Monitoring and Modeling of Complex Processes Using the Self-Organizing Map
1169
6
E. Alhoniemi
O. Simula
J. Vesanto (Helsinki University of Technology)
Hydroelectric Power Plant Predictive Maintenance Relying on Neural Network Acoustic Module
1175
6
P. Isasi-Vinuela
J. M. Molina-Lopez
A. Navia-Vazquez (Universidad Carlos III de Madrid)
Power System Fault Prediction Using Artificial Neural Networks
1181
6
K. C. P. Wong
H. M. Ryan
J. Tindle (University of Sunderland)
Special Session I: Blind Signal Processing - Adaptive and Neural Network Approaches
1187
54
A. Cichocki, Invited Organizer
Unconstrained Optimization Criteria for Blind Deconvolution of Multichannel Linear Systems
1189
6
Y. Inouye
T. Sato (Osaka University)
A Blind Identification and Separation Technique Via Multi-Layer Neural Networks
1195
6
A. Belouchrani
A. Cichocki
K. A. Meraim (University of California, Berkeley)
Simple One-Unit Neural Algorithms for Blind Source Separation and Blind Deconvolution
1201
6
A. Hyvarinen (Helsinki University of Technology)
Nonlinear Blind Source Separation by Self-Organizing Maps
1207
4
P. Pajunen
A. Hyvarinen
J. Karhunen (Helsinki University of Technology)
Perspectives and Limitations of Self-Organizing Maps in Blind Separation of Source Signals
1211
6
M. Herrmann
H. H. Yang (RIKEN)
Blind Signal Processing: Adaptive Blind Equalization Using Artificial Neural Networks
1217
6
C. F. Wong
T. L. Fine (Cornell University)
A Technique for Higher-Order-Only Blind Source Separation
1223
6
L. De Lathauwer
B. De Moor
J. Vandewalle (ESAT, SISTA)
Performance Surfaces of Blind Source Separation Algorithms
1229
6
S. J. Flockton
D. Yang
G. J. Scruby (University of London)
A General Independent Component Analysis Framework Based on Bayesian-Kullback Ying-Yang Learning
1235
6
L. Xu
S. I. Amari (The Chinese University of Hong Kong)
Special Session II: Hardware Implementations
1241
28
S. Y. Lee, Invited Organizer
An One-Chip Parallel Processor for Neural Networks
1243
4
K. Tanaka
K. Kyuma (Mitsubishi Electric Corporation)
Neural Network Implementation with Analogue-Digital Mixed Neural Chip URAN
1247
4
I. S. Han (Korea Telecom Multimedia Lab)
A PDM Digital Neural Network System with 1,000 Neurons Fully Interconnected Via 1,000,000 6-Bit Synapses
1251
6
Y. Hirai
M. Yasunaga (University of Tsukuba)
An Amplitude and Shift Invariant Micropower Template Matcher
1257
5
R. Coggins
M. Jabri
R. Wang
S. Avery (University of Sydney)
Real-Time Learning of Chaos Dynamics Using A High-Performance Simulator on A Neuro-Computer
1262
7
Y. Sato
Y. Kuwabara
R. Oka (Hitachi Ltd.)
Special Session III: Spatio-temporal Coding of Neural Networks
1269
28
M. Tsukada, Invited Organizer
Psychophysical and Neural Responses to Visual Flow Composed of Two Directional Moving Components
1271
4
H. Saito
E. Hida
Y. Kurachi
H. Ohno
K. Odajima
M. Tsukada (Tamagawa University)
Long-Term Potentiation and Neural Coding As A Single Dynamical Process
1275
6
M. Stiber
R. Ieong (The Hong Kong University of Science and Technology)
Neural Coding of Auditory Information in Animal Brain Revealed by Optical Imaging
1281
4
K. Fukunishi
R. Tokioka
N. Murai (Hitachi Ltd.)
Dynamic Population Representations of Visual and Somatosensory Cortex
1285
6
H. R. Dinse
D. Jancke
A. C. Akhavan
T. Kalt
M. Giese
G. Schoner (Ruhr-Universitat Bochum)
Spatial-Temporal Representation of Complex Sounds in Auditory Cortex
1291
6
C. E. Schreiner
S. Wong
B. Bonham
N. Ge
S. Nagarajan (University of California)
Special Session IV: Neural Networks for Signal Processing and System Modeling
1297
24
A. Back, Invited Organizer
Neural Networks for Computer-Human Interfaces: Glove-TalkII
1299
6
S. S. Fels (ATR Media Integration & Communications Research Laboratories)
Cross-Validation with LULOO
1305
6
P. H. Sorensen
M. Norgard
L. K. Hansen
J. Larsen (Technical University of Denmark)
Aspects of Adaptive Learning Algorithms for FIR Feedforward Networks
1311
6
A. D. Back
A. C. Tsoi (University of Queensland)
Estimation of Taste Component Concentrations in A Batch Fermentation Process
1317
4
T. Enders
V. Denk (Technische Universitat Munchen)
Special Session V: Evolutionary Computing
1321
26
K. S. Leung, Invited Organizer
Two-Dimensional Object Recognition Based on A Modified Genetic Algorithm
1323
7
S. K. Lim
H. C. Sim
K. C. Wong (Nanyang Technological University)
A Markov Chain Analysis of Premature Convergence in Genetic Algorithms
1330
5
Y. Leung
Y. Gao
Z. B. Xu (The Chinese University of Hong Kong)
Phenotypic Forking GA with Moving Windows
1335
6
S. Tsutsui
A. Ghosh
M. Takiguchi (Hannan University)
Equilibrium Selection Using Genetic Programming
1341
6
S. H. Chen
J. Duffy
C. H. Yeh (National Chengchi University)
Special Session VI Biological and Machine Perception
1347
28
H. S. Chi, Invited Organizer
A Method of Combining Multiple Classifiers with Different Features
1349
6
K. Chen
H. Chi (Peking University)
Consciousness Machines: Theory and Applications
1355
6
Y. X. Zhong (University of Posts & Telecommunications)
Some Analysis on the Classification Capability of Neural Network Using Quadratic Sigmoidal Neurons
1361
3
B. Y. Wang
Z. Y. He (Southeast University)
Fuzzy Neural Computing System Using Block Design
1364
5
F. Jin
J. B. Fan (Southwest Jiaotong University)
Receptive Fields Defined in Parameters Space
1369
6
Y. J. Wang
Y. Z. Chen
X. L. Qi (Academia Sinica)
Special Session VII: Neuro-Fuzzy Models and Adaptive Information System
1375
18
N. Kasabov, Invited Organizer
Structural Learning and Bayesian Regularization in Neural Networks
1377
4
M. Ishikawa (Kyushu Institute of Technology)
Analysis of EEG Signals with Wavelets and Knowledge Engineering Techniques
1381
6
S. Halgamuge
C. Herrmann
L. Jain (University of South Australia)
Fuzzy Neural Adaptive Discrimination Diagnosis System Considering Relative Importance and Time Variation
1387
6
J. Y. Shim
C. S. Hwang (Yongln Technical College)
Special Session VIII: Applications
1393
I. King, Invited Organizer
Fault-Tolerance Evaluation of SOM (Self-Organizing Map) Using A Neuro-Computer: MY-NEUPOWER
1395
5
M. Yasunaga
I. Hachiya
M. Keiji (University of Tsukuba)
Identifying and Verifying Handwritten Signature Images Utilizing Neural Networks
1400
5
K. Huang
H. Yan (University of Sydney)
Real-Time Neural Adaptive Control of Unreliable Plants
1405
6
B. Porter
R. J. D. Hall (The University of Hong Kong)
Learning in Noisy and Drifting Environments
1411
A. Kuh (University of Hawaii)