Learning method for classification tasks as well as hardware - is realized in the form of ram - pyramid for this purpose,

摘要

Learning method for classification tasks, for a hardware - realized or computer - is realized in the form of ram - pyramid with hierarchical linking of look up tables - -,wherein output bits in each case of a plurality of look - up - tables in a lower stage to input bit of individual look - up - tables are combined with a higher stage,the look up tables - - at least 2 information - output bits have,the look - up - tables are supplemented by means of a second, hardware - or computer - realized look - up - table, in which to possible output values a representative input value is entered, of the components together corresponding to the mount structure of the ram - pyramid is,by way of the second look - up - tables are calculated associations,the output values of the look - up - tables are formed cluster-based,characterized in thatthe output values are assigned to classes amounts, and for clustering a distance measure is used, in addition to a dissimilar in the direction of the distance between associations the thickness of the amounts of classes being entered.