Project Details

Neuronové heteroasociativní paměti

Project Period: 1. 1. 2001 - 31. 12. 2001

Project Type: grant

Code: FR0173/2001/G1

Agency: Department of Computer Science and Engineering

Program:

English title
Neural Heteroassociative Memories
Type
grant
Keywords

Heteroassociative memories, BAM, OLAM

Abstract

In hetero-associative memories the output pattern may be any arbitrary pattern that is to be associated with a set of input patterns (e.g. the output pattern may be name of person if the input pattern is a picture of the person face). The most known neural hetero-associative memories are BAM (Bidirectional Associative Memories) a SDM (Sparse Distributed Memories). The project dealt with various modifications of BAM, first of all with OLAM (Optimal Linear Associative Memories). The results of the project will be employed in PhD. theses of the author.

Team members
Dao anh Minh, Ing. (UIVT FEI VUT) , research leader
Zbořil František, Doc. Ing., CSc. (UIVT FEI VUT) , team leader
Publications

2001

  • DAO anh Minh and ZBOŘIL František. Tuning of Fuzzy Neural Network Classifier. In: Proceedings of the 35th Spring International Conference MOSIS'01. Ostrava, 2001, pp. 201-206. ISBN 80-85988-57-7. Detail

2000

  • DAO anh Minh. Optimal Linear Neural Associative Memory Using for Pattern Association. In: 34th Spring International Conference Modelling and Simulation of Systems MOSIS 2000. Ostrava, 2000, pp. 71-74. ISBN 80-85988-44-5. Detail
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