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

1993

@article{SrJ1993,
	vgclass =	{refpap},
	vgproject =	{nn,invariance},
	author =	{Narayan Srinivasa and Musa Jouaneh},
	title =	{An Invariant Pattern Recognition Machine Using a Modified
	{ART} Architecture},
	journal =	{IEEE Transactions on Systems, Man and Cybernetics},
	volume =	{23},
	number =	{5},
	pages =	{1432--1437},
	year =	{1993},
	abstract =	{A novel invariant pattern recognition machine is proposed
	based on a modified \textbf{ART} architecture. Invariance is achieved
	by adding a new layer called $F_3$, beyond the $F_2$ layer in the
	\textbf{ART} architecture. The design of the weight connections between
	the nodes of the $F_2$ layer and the cells of the $F_3$ layer are
	similar to the invariance net. Computer simulations show that the model
	is not only invariant to translations and rotations of 2-D binary
	images but also noise-tolerant to these transformed images.},
}