(Return to ICNN97 Homepage) (Return to ICNN'97 Agenda)
ICNN'97 SPECIAL SESSIONS
FINAL PAPER LIST .......... SCHEDULE
SS1:Adaptive Critic Designs .......... SS7:Biomedical Applications of Neural Networks .......... SS5:Intelligent Control Theory and Applications .......... SS9:Knowledge-based Methods in Neural Networks .......... SS4:Linguistic Rule Extraction .......... SS6:Neural Networks Applications for Monitoring of Complex Systems .......... SS3:Neuro-Fuzzy Integration .......... SS8:Sensors and Biosensors .......... SS2:Visual System Models & Prostheses
Monday, June 9
10:50 AM - 12:30 PM
SS6. Neural Networks Applications for Monitoring of Complex Systems
Amuliya Garga, Pennsylvania State University
16:10 - 18:10 PM
SS1. Adaptive Critic Designs
Danil Prokhorov, Texas Tech University
SS3. Neuro-Fuzzy Integration
Mike Smith, University of California, Berkeley
SS4. Linguistic Rule Extraction
Hisao Ichibuchi, Osaka Prefecture University, Japan
SS5. Intelligent Control Theory and Applications
Sigeru Omatu, Osaka Prefecture University, Japan
Tuesday, June 10
14:40 - 16:00 PM
SS9A. Knowledge-based Mehods in Neural Networks
Ian Cloete, University of Stellenbosch, South Africa
Robert Kozma, University of Otago, New Zealand
Lee Giles, NEC Research Institute, Princeton
SS2A. Visual System Models & Prostheses
Rolf Eckmiller, University of Bonn, Germany
Shiro Usui, Toyohashi University of Technology, Japan
Wednesday, June 11
14:40 - 16:00 PM
SS8. Sensors and Biosensors
Harold Szu, University of Southwestern Louisiana and NSWC
SS9B. Knowledge-based Mehods in Neural Networks
Ian Cloete, University of Stellenbosch, South Africa
Robert Kozma, University of Otago, New Zealand
Lee Giles, NEC Research Institute, Princeton
SS2B. Visual System Models & Prostheses
Rolf Eckmiller, University of Bonn, Germany
Shiro Usui, Toyohashi University of Technology, Japan
Thursday, June 12
10:00 AM - 12:00 Noon
SS7A. Biomedical Applications of Neural Networks
David Brown, Food and Drug Administration, Harry Burke, New York Medical College
13:20 - 15:20 PM
SS7B. Biomedical Applications of Neural Networks
David Brown, Food and Drug Administration, Harry Burke, New York Medical College
ADAPTIVE CRITIC DESIGNS (Return to Top)
ICNN97 Special Session on Adaptive Critic Designs Session: SS1A Paper Number: 709 Oral
Primitive adaptive critics
Danil Prokhorov and Lee A. Feldkamp
Keywords: adaptive critics recurrent neural networks feedback controllers
_____
ICNN97 Special Session on Adaptive Critic Designs Session: SS1B Paper Number: 710 Oral
Unified formulation for training recurrent networks with derivative adaptive critics
L. A. Feldkamp, G. V. Puskorius and D. V. Prokhorov
Keywords: training recurrent networks derivative adaptive critics
_____
ICNN97 Special Session on Adaptive Critic Designs Session: SS1C Paper Number: 708 Oral
Asymptotic dynamic programming: Preliminary concepts and results
R. Saeks, C. Cox and A. Maren
Keywords: Asymptotic dynamic programming Adaptive critic nonlinear dynamical systems
_____
ICNN97 Special Session on Adaptive Critic Designs Session: SS1D Paper Number: 707 Oral
The need for improved reinforcement learning techniques in intelligent agents
Donald C. Wunsch II
Keywords: reinforcement learning intelligent agents neural networks
_____
ICNN97 Special Session on Adaptive Critic Designs Session: SS1E Paper Number: 706 Oral
Immunized adaptive critics
K. Krishna Kumar and J. Neidhoefer
Keywords: Adaptive critic Immunized computational systems intelligent control
_____
ICNN97 Special Session on Adaptive Critic Designs Session: SS1F Paper Number: 705 Oral
Adaptive critic based neurocontroller for autolanding of aircrafts with varying glideslopes
Gaurav Saini and S.N. Balakrishnan
Keywords: neurocontroller autolanding of aircrafts varying glideslopes Adaptive critic
VISUAL SYSTEM MODELS & PROSTHESES (Return to Top)
ICNN97 Visual System Models & Prostheses Session: SS2.1A Paper Number: 732 Oral
Top-down and bottom-up image processing
Lawrence W. Stark and Claudio Privitera
Keywords: Top-down image processing bottom-up image processing scanpath theory
_____
ICNN97 Visual System Models & Prostheses Session: SS2.1B Paper Number: 731 Oral
Introducing visual latencies into spin-lattice models for image segmentation: a neuromorphic approach to a computer vision problem
Ralf Opara and Florentin Worgotter
Keywords: visual latencies spin-lattice models image segmentation computer vision
_____
ICNN97 Visual System Models & Prostheses Session: SS2.1C Paper Number: 730 Oral
Artificial retina chips
Kazuo Kyuma and Yasunari Miyake
Keywords: Artificial retina chips interactive games
_____
ICNN97 Visual System Models & Prostheses Session: SS2.1D Paper Number: 729 Oral
Physiological engineering model of the outer retina
Shiro Usui, Yoshimi Kamiyama, Toshihiko Ogura, Akito Ishihara and Tomoya Hamada
Keywords: Physiological engineering outer retina ionic current
_____
ICNN97 Visual System Models & Prostheses Session: SS2.2A Paper Number: 735 Oral
Dialog concepts for learning retina encoders
R. Eckmiller, M. Becker and R. Hunermann
Keywords: Dialog concepts retina encoders blindness retina stimulator
_____
ICNN97 Visual System Models & Prostheses Session: SS2.2B Paper Number: 733 Oral
The physiological connection: stimulating the human and amphibian retina
Gislin Dagnelie, Mark Humayun, Robert Greenberg and Eugene de Juan Jr.
Keywords: human retina amphibian retina blindness visual impairment
_____
ICNN97 Visual System Models & Prostheses Session: SS2.2C Paper Number: 734 Oral
The cellular nonlinear network as a retinal camera for visual prosthesis
Frank S. Werblin, Adam Jacobs and Tama Roska
Keywords: cellular nonlinear network retinal camera visual prosthesis
_____
ICNN97 Visual System Models & Prostheses Session: SS2.2D Paper Number: 728 Oral
Color and intensity information representations by a network of turtle retinal ganglion cells
Richard A. Normann, Josef Ammermuller, Shy Shoham and Almut Branner
Keywords: Color and intensity information representatio neural network turtle retinal ganglion cells
NEURO-FUZZY INTEGRATION (Return to Top)
ICNN'97 Neuro-fuzzy Integration Session: SS3A Paper Number: 747 Oral
A fuzzy neural hybrid system modeling
I. Burhan Turksen
Keywords: fuzzy neural integration unsupervised learning fuzzy sets fuzzy clustering
_____
ICNN'97 Neuro-fuzzy Integration Session: SS3B Paper Number: 714 Oral
Fuzzy inference networks: an introduction
W. Pedrycz and M. H. Smith
Keywords: Fuzzy inference networks fuzzy sets neural networks fuzzy inference
_____
ICNN'97 Neuro-fuzzy Integration Session: SS3C Paper Number: 711 Oral
Neural nets can be universal approximators for fuzzy functions
J. J. Buckley and Yoichi Hayashi
Keywords: Neural nets universal approximators fuzzy functions
_____
ICNN'97 Neuro-fuzzy Integration Session: SS3D Paper Number: 713 Oral
Speaker recognition with a self-configuring neural network
Jie lei and Lawrence O. Hall
Keywords: Speaker recognition self-configuring neural network LBG clustering algorithm
_____
ICNN'97 Neuro-fuzzy Integration Session: SS3E Paper Number: 761 Oral
Neural net approximations to solutions of systems of fuzzy linear equations
J.J. Buckley and Yoichi Hayashi
Keywords: fuzzy linear equations neural net approximations sign restrictions
_____
ICNN'97 Neuro-fuzzy Integration Session: SS3F Paper Number: 712 Oral
On tool wear estimation through neural networks
Guenter Luetzig, Manuel Sanchez-Castillo and Reza Langari
Keywords: intelligent monitoring sensor data fusion tool wear monitoring recurrent neural networks
LINGUISTIC RULE EXTRACTION (Return to Top)
ICNN97 Linguistic Rule Extraction Session: SS4A Paper Number: 719 Oral
A study in experimental evaluation of neural network and genetic algorithm techniques for knowledge acquisition in fuzzy classification systems
Ilona Jagielska, Chris Matthews and Tim Whitfort
Keywords: neural network genetic algorithm knowledge acquisition fuzzy classification systems
_____
ICNN97 Linguistic Rule Extraction Session: SS4B Paper Number: 720 Oral
Acquisition of fuzzy rules using fuzzy neural networks with forgetting
Motohide Umano, Shiro Fukunaka, Itsuo Hatono and Hiroyuki Tamura
Keywords: fuzzy rule Acquisition fuzzy neural networks forgetting
_____
ICNN97 Linguistic Rule Extraction Session: SS4C Paper Number: 718 Oral
Knowledge extraction from hierarchical fuzzy model obtained by fuzzy neural networks and genetic algorithm
T. Furuhashi, S. Matsushita, H. Tsutsui and Y. Uchikawa
Keywords: Knowledge extraction hierarchical fuzzy model fuzzy neural networks genetic algorithm
_____
ICNN97 Linguistic Rule Extraction Session: SS4D Paper Number: 717 Oral
Fuzzy rule extraction, reasoning and rules adaptation in fuzzy neural networks
Nikola K. Kasabov
Keywords: Fuzzy rule extraction Fuzzy reasoning rules adaptation fuzzy neural networks
_____
ICNN97 Linguistic Rule Extraction Session: SS4E Paper Number: 716 Oral
Extraction of crisp logical rules using constrained backpropagation networks
Wlodzilslaw Duch, Rafal Adamczak, and Krzysztof Grabczewski
Keywords: crisp logical rules constrained backpropagation networks rule extraction
_____
ICNN97 Linguistic Rule Extraction Session: SS4F Paper Number: 715 Oral
Linguistic rule extraction from neural networks and genetic-algorithm-based rule selection
Hisao Ishibuchi, Manabu Nii and Tadahiko Murata
Keywords: rule extraction rule selection fuzzy reasoning genetic algorithm
INTELLIGENT CONTROL, THEORY & APPLICATIONS (Return to Top)
ICNN97 Intelligent Control, Theory & Applications Session: SS5A Paper Number: 725 Oral
Robust NLq neural control theory
J.A.K. Suykens, B. De Moor and J. Vandewalle
Keywords: multilayer recurrent neural networks neural control NLq systems real parametric uncertainty
_____
ICNN97 Intelligent Control, Theory & Applications Session: SS5B Paper Number: 723 Oral
Feedback-error-learning control with considering smoothness of unknown nonlinearities
Yasuaki Kuroe, Hidehisa Inayoshi and Takehiro Mori
Keywords: Feedback-error-learning control inverse models forward models
_____
ICNN97 Intelligent Control, Theory & Applications Session: SS5C Paper Number: 726 Oral
Fuzzy logic controllers generated by pseudo-bacterial genetic algorithm with adaptive operator
Tomonori Hashiyama, Norberto Eiji Nawa, Takeshi Furuhashi and Yoshiki Uchikawa
Keywords: fuzzy modeling genetic algorithm bacterial genetics hybrid systems
_____
ICNN97 Intelligent Control, Theory & Applications Session: SS5D Paper Number: 722 Oral
A sliding mode controller with neural network and fuzzy logic
Minho Lee
Keywords: sliding mode controller neural network fuzzy logic
_____
ICNN97 Intelligent Control, Theory & Applications Session: SS5E Paper Number: 721 Oral
Neuro-approach for intelligent systems development
Sigeru Omatu and Mitchifumi Yoshioka
Keywords: neuro-control PID control intelligent control inverted pendulum
_____
ICNN97 Intelligent Control, Theory & Applications Session: SS5F Paper Number: 724 Oral
Adaptive control and stability analysis of nonlinear systems using neural networks
Osamu Yamanaka, Naoto Yoshizawa, Hiromitsu Ohmori and Akira Sano
Keywords: Adaptive control stability analysis nonlinear systems neural networks
_____
ICNN97 Intelligent Control, Theory & Applications Session: SS5G Paper Number: 727 Oral
temperature control in a batch process by neural networks
Takeshi Iwasa, Noboru Morizumi, and Sigeru Omatu
Keywords: PID control neural network chemical plant batch process
NEURAL NETWORKS APPLICATIONS FOR MONITORING OF COMPLEX SYSTEMS (Return to Top)
ICNN97 NN Applications for Monitoring of Complex Systems Session: SS6A Paper Number: 703 Oral
An ANS based helicopter transmission diagnostic system
Xiaoshu Xu, Hans Vanderveldt and Robert Allen
Keywords: Artificial Neural System helicopter transmission diagnostic system mechanical diagnostics
_____
ICNN97 NN Applications for Monitoring of Complex Systems Session: SS6B Paper Number: 701 Oral
A neural architecture for fuzzy classification with application to complex system tracking
Patrick A. Stadter and Amulya K. Garga
Keywords: neural architecture fuzzy classification complex system tracking Voronoi diagram
______
ICNN97 NN Applications for Monitoring of Complex Systems Session: SS6C Paper Number: 704 Oral
Learning the correlation of beam position monitors for Pohang synchrotron light source using neural networks
Jae Woo Lee and Sungzoon Cho
Keywords: Learning correlation of beam position monitors synchrotron light source neural networks
_____
ICNN97 NN Applications for Monitoring of Complex Systems Session: SS6D Paper Number: 702 Oral
Intelligent hybrid multi-agent architecture for engineering complex systems
R. Khosla and T. Dillon
Keywords: Intelligent hybrid multi-agent architecture engineering complex systems real time alarm processing
BIOMEDICAL APPLICATIONS (Return to Top)
ICNN97 Biomedical Applications Session: SS7.1A Paper Number: 743 Oral
Neural network based segmentation using a priori image models
S. Sanjay Gopal, Berkman Sahiner, Heang-Ping Chan and Nicholas Petrick
Keywords: Neural network segmentation a priori image models
_____
ICNN97 Biomedical Applications Session: SS7.1B Paper Number: 739 Oral
Feature selection and classification for the computerized detection of mass lesions in digital mammography
Matthew A. Kupinski and Maryellen L. Giger
Keywords: Feature classification Feature selection mass lesions digital mammography
_____
ICNN97 Biomedical Applications Session: SS7.1C Paper Number: 740 Oral
An artificial neural network to predict mortality in patients who undergo percutaneous coronary interventions
Georgia D. Tourassi and Nicholas P. Xenopoulos
Keywords: artificial neural network mortality prediction percutaneous coronary interventions
_____
ICNN97 Biomedical Applications Session: SS7.1D Paper Number: 742 Oral
neural network design for optimization of the partial area under the receiver operating characteristic curve
Berkman Sahiner, Heang-Ping Chan, Nicholas Petrick, S. Sanjay Gopal and Mitchell M. Goodsitt
Keywords: neural network design optimization receiver operating characteristic curve
_____
ICNN97 Biomedical Applications Session: SS7.1E Paper Number: 741 Oral
Self-organizing maps for analyzing mammographic findings
Joseph Y. Lo and Carey E. Floyd, Jr.
Keywords: Self-organizing maps mammographic findings analysis neural networks
_____
ICNN97 Biomedical Applications Session: SS7.2A Paper Number: 737 Oral
Neurometric assessment of adequacy of intraoperative anesthetic
Lars J. Kangas, Paul E. Keller, Carlton M. Cadwell, Rick Webber, Polly Pierce and Harvey L. Edmonds
Keywords: intraoperative anesthetic EEG signals supervised artificial neural networks
_____
ICNN97 Biomedical Applications Session: SS7.2B Paper Number: 738 Oral
A three dimensional neural architecture
Evangelia Micheli-Tzanakou and Timothy J. Dasey
Keywords: three dimensional neural architecture lateral connections feedback connections
_____
ICNN97 Biomedical Applications Session: SS7.2C Paper Number: 736 Oral
Visual ophtalmologist an automated system for classification of retinal damage
Sergey Aleynikov and Evangelia Micheli-Tzanakou
Keywords: Visual ophtalmologist image classification retinal damage
_____
ICNN97 Biomedical Applications Session: SS7.2D Paper Number: 744 Oral
Genetic function approximation in the molecular pharmacology of cancer
Leming M. Shi, Yi Fan, Timothy G. Myers and John N. Weinstein
Keywords: Genetic function approximation molecular pharmacology of cancer cancer breast cancer
_____
ICNN97 Biomedical Applications Session: SS7.2E Paper Number: 752 Oral
Evaluating artificial neural networks for medical application
Harry B. Burke
Keywords: artificial neural networks model accuracy significance testing
SENSORS AND BIOSENSORS (Return to Top)
ICNN97 Sensors and Biosensors Session: SS8A Paper Number: 762 Oral
Neural network assisted drug detection in x-ray images
Gregg D. Wilensky, Narbik Manukian, John L. Kirkwood, and Jung-Chou Chang
Keywords: drug detection x-ray images neural networks
_____
ICNN97 Sensors and Biosensors Session: SS8B Paper Number: 748 Oral
Detection and discrimination using X radiation
David G. Brown and Robert J. Jennings
Keywords: X radiation X-ray imaging reconstruction imaging multiple-energy imaging
_____
ICNN97 Sensors and Biosensors Session: SS8C Paper Number: 749 Oral
Pulse coupled neural networks (PCNN) and wavelets: Biosensor applications
Mary Lou Padgett and John L. Johnson
Keywords: pulse coupled neural network wavelets biosensor factor classification
_____
ICNN97 Sensors and Biosensors Session: SS8D Paper Number: 750 Oral
Blind De-mixing with unknown sources
Harold Szu and Charles Hsu
Keywords: multisensor data processing multispectral data processing Lagrangian-Hopfield neural network Hopfield energy function
KNOWLEDGE-BASED METHODS IN NEURAL NETWORKS (Return to Top)
ICNN97 Knowledge-based Methods in NN Session: SS9.1A Paper Number: 754 Oral
On the conscious and subconscious components of knowledge representation in neural networks
Robert Kozma
Keywords: neural networks knowledge representation learning
_____
ICNN97 Knowledge-based Methods in NN Session: SS9.1B Paper Number: 759 Oral
Some issues in system identification using clustering
Nikhil R. Pal, Kuhu Pal, James C. Bezdek and Thomas A. Runkler
Keywords: system identification clustering fuzzy reasoning system
_____
ICNN97 Knowledge-based Methods in NN Session: SS9.1C Paper Number: 753 Oral
The truth is in there: Current issues in extracting rules from trained artificial neural networks
Alan B. Tickle, Mostefa Golea, Ross Hayward and Joachim Diedrich
Keywords: artificial neural networks training rule extraction
_____
ICNN97 Knowledge-based Methods in NN Session: SS9.1D Paper Number: 758 Oral
Asynchronous translations with recurrent neural nets
Ramon P. Neco and Mikel L. Forcada
Keywords: asynchronous translation recurrent neural networks finite-state machines finite-state recognizers
_____
ICNN97 Knowledge-based Methods in NN Session: SS9.2A Paper Number: 756 Oral
Possibilistic reasoning in a computational neural network
Andreas Kanstein, Marc Thomas and Karl Goser
Keywords: possibilistic reasoning computational neural network classification system fuzzy logic system
_____
ICNN97 Knowledge-based Methods in NN Session: SS9.2B Paper Number: 757 Oral
Genetic algorithms for structural optimization, dynamic adaptation and automated design of fuzzy neural networks
Nikola K. Kasabov and Michael J. Watts
Keywords: genetic algorithms structural optimization dynamic adaptation fuzzy neural networks
_____
ICNN97 Knowledge-based Methods in NN Session: SS9.2C Paper Number: 760 Oral
An overview on supervised neural networks for structures
Alessandro Sperduti
Keywords: supervised neural networks structures hybrid systems
_____
ICNN97 Knowledge-based Methods in NN Session: SS9.2D Paper Number: 755 Oral
BEXA: Set covering vs. neural network knowledge acquisition - a comparative review
Ian Cloete
Keywords: set covering neural network knowledge acquisition machine learning