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Lernmatrix

Lernmatrix, an associative-memory-like architecture of an artificial neural network, invented around 1960 by Karl Steinbuch.
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Artificial neural networkKarl SteinbuchMemory architecture

Papers overview

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2020
2020
A Novel and Simple Mathematical Transform Improves the Perfomance of Lernmatrix in Pattern Classification
The Lernmatrix is a classic associative memory model. The Lernmatrix is capable of executing the pattern classification task, but… 
2013
2013
Hybrid Associative Memories for Imbalanced Data Classification: An Experimental Study
Hybrid associative memories are based on the combination of two well-known associative networks, the lernmatrix and the linear… 
2011
2011
New algorithm for efficient pattern recall using a static threshold with the Steinbuch Lernmatrix
An associative memory is a binary relationship between inputs and outputs, which is stored in an M matrix. The fundamental… 
2008
2008
CLASIFICACION HIBRIDO DE PATRONES BASADO EN LA LERNMATRIX DE STEINBUCH Y EL LINEAR ASSOCIATOR DE ANDERSON-KOHONEN
2004
2004
Steinbuch's Lernmatrix: Theoretical Advances
THIS PAPER FOLLOWS THE WORK PRESENTED IN (SANCHEZ-GARFIAS ET AL, 2002) AND SHOWS THE ADVANCES OF DEVELOPING A THEORETICAL… 
2004
2004
New Results on the Lernmatrix Properties
1990
1990
DIE LERNMATRIX - THE BEGINNING OF ASSOCIATIVE MEMORIES
1972
1972
Einfluß von Exemplarstreuungen der Verknüpfungselemente auf das Verhalten einer binären Lernmatrix
A player for magnetic tape recordings is provided, which comprises a cartridge holder adapted to receive therein a cartridge… 
1971
1971
Einfluß der Verknüpfungsfunktion auf das Verhalten der binären Lernmatrix
1969
1969
Die memorierende Lernmatrix
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