Bidirectional associative memories

ACM Computing Surveys - Tập 45 Số 2 - Trang 1-30 - 2013
Elena Acevedo1, Cornelio Yáñez-Márquéz1, Antonio Acevedo1
1National Polytechnics Institute, Mexico

Tóm tắt

Bidirectional Associative Memories (BAM) are systems that allow to associate pairs of patterns. Once a memory has learned, patterns can be recalled in two directions. BAMs have many applications in pattern recognition and image processing. The aim of this survey is to present several models of BAM throughout time, since Kosko [1988] proposed the first model; followed by those works based on or inspired by it, trying to improve recall capacity; to some recent one-shot models—such as Morphological BAM and Alpha-Beta BAM—which are of particular interest, given their superior performance.

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