Energy function for learning invariance in multilayerperceptron
Peng, Lifeng Sha, John Q. Gan, Wei Yu · Electronics Letters · 1998
A new energy function is proposed for forming self-adapting ordered representations of input samples in a multilayer perceptron. Simulation results on unconstrained handwritten digit recognition give a better invariance extraction for this model than for several other models.