Alpha-Beta Bidirectional Associative Memories Based Translator

Elena Acevedo, Cornelio Yáñez-Márquéz, Itzamá López-Yáñez · 2006

Bidirectional Associative Memories (BAM) based on Kosko’s model are implemented through iterative algorithms and present stability problems. Also, these models along with other models based on different methods, have not been able to perfectly recall all trained patterns. In this paper we present an English-Spanish / Spanish-English translator based on a new BAM model denominated Alpha-Beta BAM, whose process is non iterative and does not require to find stable states. The translator recalls the whole set of learned patterns, even when the presented word is incomplete. Key words: Bidirectional Associative Memories, Alpha-Beta Associative Memories, perfect recall, transaltor.

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