V.S. Dotsenko,
Neural Networks: Translation-, Rotation-, and
Scale-Invariant Pattern Recognition,
Journal of Physics A: Mathematical and General,
21, pp. L783-L787, 1988.
V.S. Dotsenko,
Neural Networks: Translation-, Rotation-, and
Scale-Invariant Pattern Recognition,
Journal of Physics A: Mathematical and General,
21, pp. L783-L787, 1988.A neural network model which is capable of recognising transformed versions of a set of learnt patterns is proposed. The group of transformations includes global translations, rotations, and scale transformations. The neural firing thresholds are used as additional degrees of freedom.