These two volumes are the papers presented at the International Conference on Neural Information Processing (ICONIP'96) held in Hong Kong, 24-27 September 1996. Over three hundred selected papers make up two volumes of 700 pages each. Featured topics of Volume 1 are Learning Theories and Algorithms, Speech and Signal Processing, Pattern Recognition and Image Processing, Recurrent Networks, Automata and Dynamics. Volume 2 focusses on Financial Engineering and Time Series Forecasting, Evolutionary Computing, Neurosciences and Biophysics, Neural Control and Robotics, Hardware Implementations, Hybrid Systems and Applications, plus a number of Special Sessions. Other topics covered include image processing, computer vision, fuzzy logic, pattern recognition, algorithms and architectures, and financial engineering. These two volumes combine to cover the major topics in neural information processing and reflect the latest progress with a good balance between scientific studies and industrial applications, a well as featuring neural information processing approaches on financial engineering.
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) NeuDB95: 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 ATRs 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 RFCCUs 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)
