BRINGING THE GRANDMOTHER BACK INTO THE PICTURE: A MEMORY-BASED VIEW OF OBJECT RECOGNITION
- 1 April 1992
- journal article
- research article
- Published by World Scientific Pub Co Pte Ltd in International Journal of Pattern Recognition and Artificial Intelligence
- Vol. 06 (01) , 37-61
- https://doi.org/10.1142/s0218001492000035
Abstract
We describe experiments with a versatile pictorial prototype-based learning scheme for 3-D object recognition. The Generalized Radial Basis Function (GRBF) scheme seems to be amenable to realization in biophysical hardware because the only kind of computation it involves can be effectively carried out by combining receptive fields. Furthermore, the scheme is computationally attractive because it brings together the old notion of a "grandmother" cell and the rigorous approximation methods of regularization and splines.Keywords
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