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

1990

@article{BaC1990,
	vgclass =	{refpap},
	vgproject =	{nn,invariance},
	author =	{Etienne Barnard and David Casasent},
	title =	{Shift Invariance and the {N}eocognitron},
	journal =	{Neural Networks},
	volume =	{3},
	number =	{4},
	pages =	{403--410},
	year =	{1990},
	abstract =	{We investigate the ability of the neocognitron to perform
	shift-invariant pattern recognition. Both an intuitive analysis and a
	more formal investigation show that the performance of the neocognitron
	is not intrinsically shift invariant and that certain model parameters
	must be chosen appropriately to obtain approximate shift invariance. It
	is shown how these parameters should be chosen to reach a compromise
	between invariance and classification sensitivity.},
}