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ICNN'97 FINAL PAPER LIST


AR: ARCHITECTURES

Oral Sessions: AR1, AR2, AR3, AR4, Poster Session: ARP1


Session Chairs:

AR1 Mon (AM) Lee Giles, NEC Research Institute

AR2 Mon (PM) Marco Maggini, University of Siena

AR3 Tues (PM) Ian Cloete, University of Stellenbosch, South Africa

AR4 Wed (PM) Tuan Duong, NASA/JPL


SESSION AR1: Monday, June 9, 1997; 10:50 - 12:30 (Return to Top)


ICNN97 Architectures Session: AR1E Paper Number: 351 Oral

CBP networks as a generalized neural model

Sandro Ridella, Stefano Rovetta, and Rodolfo Zunino

Keywords: backpropagation pattern classification Radial basis functions Vector quantization

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ICNN97 Architectures Session: AR1A Paper Number: 31 Oral

On the properties of periodic perceptrons

David B. McCaughan

Keywords: periodic perceptrons periodic activation function pattern classification

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ICNN97 Architectures Session: AR1B Paper Number: 161 Oral

Identification of a class of nonlinear systems using dynamic neural network structures

A. Yazdizadeh and K. Khorasani

Keywords: nonlinear systems dynamic neural network structures

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ICNN97 Architectures Session: AR1C Paper Number: 271 Oral

Function approximation in the framework of evidence theory: a connectionist approach

Thierry Denoeux

Keywords: Function approximation evidence theory radial basis function

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ICNN97 Architectures Session: AR1D Paper Number: 273 Oral

Orthogonal functional basis neural network for functional approximation

C.L. Philip Chen, Y. Cao and Steven R. LeClair

Keywords: Orthogonal functional basis neural network functional approximation


SESSION AR2: Monday, June 9, 1997; 13:50 - 15:50 PM (Return to Top)


ICNN97 Architectures Session: AR2A Paper Number: 119 Oral

A modified mixtures of experts architecture for classification with diverse features

Ke Chen and Huisheng Chi

Keywords: modified mixtures of experts architecture classification diverse features

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ICNN97 Architectures Session: AR2B Paper Number: 358 Oral

Regularization and Error Bars for the mixture of Experts network

Viswanath Ramamurti and Joydeep Ghosh

Keywords: Functionapproximation Generalization Regularization

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ICNN97 Architectures Session: AR2C Paper Number: 202 Oral

CMNN: cooperative modular neural network

Gasser Auda and Mohamed Kamel

Keywords: modular neural network classification

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ICNN97 Architectures Session: AR2D Paper Number: 519 Oral

Assembling engineering knowledge in a modular multilayer perceptron neural network

W.J. Jansen, M. Diepenhorst, J.A.G. Nijhuis and L. Spaanenburg

Keywords: engineering knowledge modular multilayer perceptron neural network

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ICNN97 Architectures Session: AR2E Paper Number: 260 Oral

A hierarchical decision module based on multiple neural networks

Murat Sonmez, Mingui Sun, Ching-Ching Li and Robert Sclabassi

Keywords: hierarchical decision module multiple neural networks source localization

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ICNN97 Architectures Session: AR2F Paper Number: 664 Oral

Algorithms for optimal linear combinations of neural networks

Sherif Hashem

Keywords: Algorithms optimal linear combinations of neural network

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SESSION AR3: Tuesday, June 10, 1997; 14:40 - 16:00 PM (Return to Top)


ICNN97 Architectures Session: AR3A Paper Number: 546 Oral

Improving ANN generalization using a priori knowledge to pre-structure ANNs

George G. Lendaris, Armin Rest and Thomas R. Misley

Keywords: ANN generalization priori knowledge pre-structure ANNs

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ICNN97 Architectures Session: AR3B Paper Number: 663 Oral

Analyzing the structure of a neural network using principal component analysis

David W. Opitz

Keywords: neural network structure principal component analysis penalty term

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ICNN97 Architectures Session: AR3C Paper Number: 599 Oral

Approximation capabilities of adaptive spline neural networks

Lorenzo Vecci, Paolo Campolucci, Francesco Piazza and Aurelio Uncini

Keywords: Approximation adaptive spline neural networks kernels

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ICNN97 Architectures Session: AR3D Paper Number: 308 Oral

Incorporating functional knowledge into neural networks

Fang Wang and Q.J. Zhang

Keywords: functional knowledge neural networks generalization

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SESSION AR4: Wednesday, June 11, 1997; 14:40 - 16:00 PM (Return to Top)


ICNN97 Architectures Session: AR4A Paper Number: 269 Oral

Stability and discriminative properties of the AMI model

D.B. Hoang and M. James

Keywords: AMI model stability negative feedback

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ICNN97 Architectures Session: AR4B Paper Number: 267 Oral

Formalizing neural networks using graph transformations

Michael R. Berthold and Ingrid Fischer

Keywords: neural networks graph transformations training

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ICNN97 Architectures Session: AR4C Paper Number: 360 Oral

Fuzzy combination of Kohonen's and ART Neural network models to detect statistical regularities in a random sequence of Multi-valued input patterns

Andrea Baraldi and Flavio Parmiggiani

Keywords: Fuzzy ART Pattern classification Statistical regularities

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ICNN97 Architectures Session: AR4D Paper Number: 311 Oral

Entropy-driven structural adaptation in sample-space self-organizing feature maps for pattern classification

O. Yanez-Suarez and M.R. Azimi-Sadjadi

Keywords: Self-organizing map density estimation Classification

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SESSION ARP1: Tuesday, June 10, 1997; 16:00 - 18:20 PM (Return to Top)


ICNN97 Architectures Session: ARP1 Paper Number: 275 Poster

PASS: a program for automatic structure search

Zhanbo Chen, Jing Xiao and Jie Cheng

Keywords: automatic structure search feedforward neural networks evolutionary computation

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ICNN97 Architectures Session: ARP1 Paper Number: 473 Poster

A comparative study of fully and partially recurrent networks

J. Ludik, W. Prins, K. Meert and T. Catfolis

Keywords: fully recurrent networks partially recurrent networks network architecture

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ICNN97 Architectures Session: ARP1 Paper Number: 83 Poster

Fault immunization technique for artificial neural networks

Chidchanok Lursinsap and Thitipong Tanprasert

Keywords: Fault immunization artificial neural networks cell

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ICNN97 Architectures Session: ARP1 Paper Number: 391 Poster

Network Complexity and generalization

Sangbong Park and Cheol Hoon Park

Keywords: Network complexity Generalization Function approximation


Web Site Author: Mary Lou Padgett (m.padgett@ieee.org) (Return to Top)
URL: http://www.mindspring.com/~pci-inc/ICNN97/paperar.htm
(Last Modified: 15-May-1997)