Classifying Patterns in Bioinformatics Databases by Using Alpha-Beta Associative Memories

2009 ◽  
pp. 187-210 ◽  
Author(s):  
Israel Román Godínez ◽  
Itzamá López-Yáñez ◽  
Cornelio Yáñez-Márquez
Keyword(s):  
Associative Memories ◽  
Bioinformatics Databases ◽  
Alpha Beta

scholarly journals Classification of Cancer Recurrence with Alpha-Beta BAM

2009 ◽  
Vol 2009 ◽  
pp. 1-14 ◽  
Author(s):  
María Elena Acevedo ◽  
Marco Antonio Acevedo ◽  
Federico Felipe
Keyword(s):  
Breast Cancer ◽  
Stable State ◽  
Cancer Recurrence ◽  
Breast Cancer Surgery ◽  
Associative Memories ◽  
Training Set ◽  
Perfect Recall ◽  
Alpha Beta ◽  
Leave One Out

Bidirectional Associative Memories (BAMs) based on first model proposed by Kosko do not have perfect recall of training set, and their algorithm must iterate until it reaches a stable state. In this work, we use the model of Alpha-Beta BAM to classify automatically cancer recurrence in female patients with a previous breast cancer surgery. Alpha-Beta BAM presents perfect recall of all the training patterns and it has a one-shot algorithm; these advantages make to Alpha-Beta BAM a suitable tool for classification. We use data from Haberman database, and leave-one-out algorithm was applied to analyze the performance of our model as classifier. We obtain a percentage of classification of 99.98%.

Alpha-Beta Associative Memories for Gray Level Patterns

2006 ◽  
pp. 818-823 ◽  
Author(s):  
Cornelio Yáñez-Márquez ◽  
Luis P. Sánchez-Fernández ◽  
Itzamá López-Yáñez
Keyword(s):  
Gray Level ◽  
Associative Memories ◽  
Alpha Beta

FPGA Implementation of Parallel Alpha-Beta Associative Memories

2008 ◽  
pp. 1081-1090 ◽  
Author(s):  
Mario Aldape-Pérez ◽  
Cornelio Yáñez-Márquez ◽  
Amadeo José Argüelles-Cruz
Keyword(s):  
Fpga Implementation ◽  
Associative Memories ◽  
Alpha Beta

A New Model of BAM: Alpha-Beta Bidirectional Associative Memories

2007 ◽  
Vol 2 (4) ◽  
Author(s):  
María Elena Acevedo Mosqueda ◽  
Cornelio Yáñez Márquez ◽  
Itzamá López Yáñez
Keyword(s):  
Associative Memories ◽  
New Model ◽  
Alpha Beta

scholarly journals Associative Models for Storing and Retrieving Concept Lattices

2010 ◽  
Vol 2010 ◽  
pp. 1-27 ◽  
Author(s):  
María Elena Acevedo ◽  
Cornelio Yáñez-Márquez ◽  
Marco Antonio Acevedo
Keyword(s):  
Associative Memory ◽  
Concept Lattice ◽  
Human Being ◽  
Associative Memories ◽  
Associative Model ◽  
Bidirectional Associative Memory ◽  
Perfect Recall ◽  
Concept Lattices ◽  
Alpha Beta ◽  
Associative Models

Alpha-beta bidirectional associative memories are implemented for storing concept lattices. We use Lindig's algorithm to construct a concept lattice of a particular context; this structure is stored into an associative memory just as a human being does, namely, associating patterns. Bidirectionality and perfect recall of Alpha-Beta associative model make it a great tool to store a concept lattice. In the learning phase, objects and attributes obtained from Lindig's algorithm are associated by Alpha-Beta bidirectional associative memory; in this phase the data is stored. In the recalling phase, the associative model allows to retrieve objects from attributes or vice versa. Our model assures the recalling of every learnt concept.

Unsupervised Word Sense Disambiguation Using Alpha-Beta Associative Memories

Polibits ◽  
2016 ◽  
Vol 54 ◽  
pp. 43-51
Author(s):  
Sulema Torres-Ramos ◽  
Israel Román-Godínez ◽  
E. Gerardo Mendizabal-Ruiz
Keyword(s):  
Word Sense Disambiguation ◽  
Word Sense ◽  
Associative Memories ◽  
Sense Disambiguation ◽  
Alpha Beta

scholarly journals Alpha-Beta Bidirectional Associative Memories

2007 ◽  
Vol 3 (1) ◽  
Author(s):  
María Elena Acevedo-Mosqueda ◽  
Cornelio Yánez-Márquez ◽  
Itzamá López-Yáñez
Keyword(s):  
Associative Memories ◽  
Alpha Beta

Theoretical Foundations for the Alpha-Beta Associative Memories: 10 Years of Derived Extensions, Models, and Applications

2017 ◽  
Vol 48 (2) ◽  
pp. 811-847 ◽  
Author(s):  
Cornelio Yáñez-Márquez ◽  
Itzamá López-Yáñez ◽  
Mario Aldape-Pérez ◽  
Oscar Camacho-Nieto ◽  
Amadeo José Argüelles-Cruz ◽  
...  
Keyword(s):  
Associative Memories ◽  
Alpha Beta ◽  
Theoretical Foundations

A New Model of BAM: Alpha-Beta Bidirectional Associative Memories

2006 ◽  
pp. 286-295 ◽  
Author(s):  
María Elena Acevedo-Mosqueda ◽  
Cornelio Yáñez-Márquez ◽  
Itzamá López-Yáñez
Keyword(s):  
Associative Memories ◽  
New Model ◽  
Alpha Beta
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