Neural, Parallel & Scientific Computations

Volume 3, 1995


CONTENTS

K. G. Margaritis., K. Goulianas., M. Adamopoulos., K. K.Tsouros.,
and D. D. Evans

On multi-property set operations using neural networks and
systolic arrays
1



O. Abou-Rabia and Yuri P. Boglaev
Estimation of potential and real parallelism for ODE solvers
15

Jin Young Choi and Chong-Ho Choi
Partially trained neural networks with self-localizing capability
for function approximation
35


Young-Joo Moon and Se-Young Oh
Dynamically expanding modular neural network architecture for
the control of robot manipulators
51


Qimilg He and Hongsong Zhou
Finite difference method for generalized Hopfield neural
network model
65


Liang Jin, Peter N. Nikiforuk, Madan M. Gupta
On the principles of dynamic neural units Part II: Adaptive
synthesis and learning algorithms
77


D. Zhang, R. Gu and M. I. Elmasry
A programmable neural network architecture using BiCMOS
technology
103


Bernard K. S. Cheung and Albert C. L. Ng
An efficient and reliable algorithm for nonsmooth nonlinear
optimization
115


Xinzhi Liu
Numerical methods for convection dominated parabolic problems
129

C. S. Wang, R. J. Chen, J. L. Jou and B. C. Chieu
The application of OCOR neural networks and generalization
algorithm for human face recognition
151


J. M. Harris and H. Ogmen
Dynamic asymmetry in the receptive fields of shunting networks
for continuous-time early vision
163


G. L. Rudolph and T.R. Martinez
A transformation for implementing localist neural networks
173

K. H. Kwek and Jibin Li
Periodic solution and dynamic in two neuron network system
189

A. D. Kulkarani, G.B. Giridhar, and P. Coca
Neural network based fuzzy logic decision systems for
multispectral image analysis
205


P. Dhali and M. R. Sayeh
Clustering based on union and intersection of distance measure:
applied on texture segmentation
219


D. Stutson and A. S. Vatsala
Quadratic and semi-quadratic convergence of IVP
235

D. L. Ross, J. S. Collins and J. H. George
A dynamic capacity model using concurrent processing
249

G. Howell and K. Rekab
Expected conditioning for eigenvalues of randomly generated matrices
263

B. A. Whitehead
Scalar wavelet networks for time series prediction
271

B. Cahlon
Numerical stability of reducible quadrature rules for Volterra integral
equations with delays
279


K. Gopalsamy and I. Leung
Global stability of neuron models under dynamic feedback thresholds
291

J. Fletcher and Z. Obradovic
A discrete approach to constructive neural network learning
307

S. Ray, S. P. Bhattacharyya and A. Kanevsky
Efficient parallel algorithms for memory and message passing
parallel architectures to test the robust stability of control systems
321


J. Si and A. N. Michel
A shift invariant pattern recognition mechanism and its
implementation by associative memory
349


H.A. Babri, A.C. Kot, H. S. Lim, and H. S. Lim
Causes and remedy of stability and convergence problems
in back-propagation learning
357


A. Slavova
Cellular neural networks with nonlinear dynamics
369

I. Popescu
Hierarchical neural network for rules control in knowledge
based expert systems
379


R. Qu and R.P. Agarwal
A cross difference approach to the analysis of subdivision
algorithms
393


B. Lee, Y. Cho and S. Cho
Translation, scale and rotation invariant pattern recognition
using principal component analysis (PCA) and reduced second
order neural network
417



J. C. Bezdek, R. J. Hathaway, and N. R. Pal
Norm-Induced Shell Properties (NISP) Clustering
431

A. Likas, G. Papageorgiou, and A. Stafylopatis
A parallelizable operation scheme of the Boltzmann machine
optimizer based on group updates
451


P.S. King, P. Saratchandran, and N. Sundaram
Generic algorithm based mapping of backpropagation neural
networks onto a parallel heterogenous processor network
467


G. Montero and A. Suarez
Left-Right preconditioning versions of BCG-like methods
487

L. T. Grujic
Dynamic and structural fuzzy intelligence of Hopfield neural networks
503

C. Quay and W. S. Gan
Scalability of the parallel implementation of adaptive algorithms
519

N. A. Warsi and C. W. Ng
An intelligent search algorithm for dynamic programming computation
537

L. Ferragut and R. Montenegro Armas
Accurate A-Posteriori Error Estimation Using Duality
549

D. G. Lainiotis, N. D. Assimakis, and S. K. Katsikas
Fast and numerically robust recursive algorithms for solving
the discrete time Riccati equation
565


Contents of Volume 3
585
Authors Index
 
589