Refereed full papers (journals, book chapters, international conferences)

1994

@article{NaZ1994,
	vgclass =	{refpap},
	vgproject =	{nn},
	author =	{Tarek M. Nabhan and Albert Y. Zomaya},
	title =	{Toward Generating Neural Network Structures for Function
	Approximation},
	journal =	{Neural Networks},
	volume =	{7},
	number =	{1},
	pages =	{89--99},
	year =	{1994},
	abstract =	{This paper proposes an algorithm based on the
	backpropagation procedure that dynamically configures the structure of
	feedforward multilayered neural networks and demonstrates its potential
	for control applications. The algorithm applies an intelligent
	generate-and-test procedure that evaluates the learning performance of
	the structure used and modify it accordingly by exploring different
	alternatives and selecting the most promising one. The algorithm
	modifies the structure of the neural networks by adding or deleting
	neurons/layers. The efficiency of the algorithm is demonstrated using
	several case studies with very promising results.},
}