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This paper explains the optimisation of neuralnetwork topology using Incremental Evolution;that is, by allowing the network to expand byadding to its structure. This method allows anetwork to grow from a simple to a complexstructure until it is capable of fulfilling itsintended function. The...
This is a review paper, whose goal is tosignificantly improve our understanding of thecrucial role of attribute interaction in datamining. The main contributions of this paperare as follows. Firstly, we show that theconcept of attribute interaction has a crucialrole across different kinds of...
Goal-seeking behavior in a connectionist modelis demonstrated using the examples of foragingby a simulated ant and cooperativenest-building by a pair of simulated birds. Themodel, a control neural network, translatesneeds into responses. The purpose of this workis to produce lifelike behavior...
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