1. A universal pattern processing system receiving input data and producing output patterns that are best associated with said data, comprising: input means receiving and processing input data; universal pattern decoder means comprising transforming means, said decoder transforming models using the input data and associating output patterns with original models that are changed least during the transforming; and output means outputting best associated patterns chosen by the universal pattern decoder.