One-shot algorithm for temporal sequences
Kiara de Deus Demura, M. Kajiura, Y. Anzai · 2002
Recurrent SOLAR (Supervised One-shot Learning Algorithm for Real number inputs) requires only a single presentation of an analog training set for learning temporal sequences. Recurrent SOLAR does not use the gradient decent algorithm, so it has no local minima problem, no topological problem and extraordinary speed-up compared to the algorithms based on the gradient decent method.>