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This paper introduces an application of the Sequential Network Construction ( snc) method to select the size of several popular neural network predictor architectures for various benchmark trainingâ€¦ (More)

- Adam E. Gaweda, Peter B. Aronhime, +11 authors Tomasz G. Smolinski

Data-Driven Rule Extraction Using Adaptive Fuzzy-Neural Models Adam E. Gaweda August 9, 2002 Neural network and fuzzy rule-based approaches to data-driven modeling have recently gained a lot ofâ€¦ (More)

A method of extracting intuitive knowledge from neural network classifiers is presented in the paper. An algorithm which obtains crisp rules in the form of logical implications which approximatelyâ€¦ (More)

Symbolic knowledge extraction from mapping/extrapolating neural networks is presented in the paper. An algorithm to obtain crisp rules in the form of logical implications which roughly describe theâ€¦ (More)

This paper proposes a multilevel logic approach to output coding using multilevel neurons in the output layer. Training convergence for a single multilevel perceptron is considered. It has been foundâ€¦ (More)

- Tomasz J. Cholewo
- Color Imaging Conference
- 2000

This paper describes a method for developing a transform between two device CMYK spaces in a way that preserves information about the black separation. An important application of such a transformâ€¦ (More)

FIR neural networks are feedforward neural networks with regular scalar synapses replaced by linear finite impulse response filters. This paper introduces the Second Order Temporal Backpropagationâ€¦ (More)

In this paper we introduce a novel algorithm for computation of the exact error gradient for a gamma network with an arbitrary feedforward topology. An approximate algorithm with reducedâ€¦ (More)

- Andrzej Lozowski, Tomasz J. Cholewo, Miko laj Tworek
- 1996

A chaotic cnn associative memory that is able to perform complex pattern separation is presented in this paper. The introduced model has the form of a network composed of chaotic oscillators locallyâ€¦ (More)

- Tomasz J. Cholewo
- Color Imaging: Device-Independent Color, Colorâ€¦
- 2000

This paper describes a method for constructing a lookup table relating a three-dimensional CMY coordinate system to CMYK colorant amounts in a way that maximizes the utilization of the printer gamutâ€¦ (More)