On a continuous-type associative memory

Some considerations on a notion of a associative memory are first presented. A novel model of an associative memory with complex-valued neurons is then presented. The proposed model, called an associative complex-valued neural network (ACNN), and its variations can lead to many useful applications....

Full description

Saved in:
Bibliographic Details
Main Author: Surina, I.I.
Format: Conference Proceeding
Language:English
Subjects:
Associative memory
Ducts
Electrical capacitance tomography
Multi-layer neural network
Neural networks
Neurons
Quantum computing
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:Some considerations on a notion of a associative memory are first presented. A novel model of an associative memory with complex-valued neurons is then presented. The proposed model, called an associative complex-valued neural network (ACNN), and its variations can lead to many useful applications. It has a clear algebraic structure which helps in the analysis of its properties. It is suggested that it might be possible to find an energy function resembling Hopfield's and that learning without spurious memories might be constructed in this model. Hopfield's model is embedded into the ACNN and can be examined in this context.< >
DOI:10.1109/RNNS.1992.268640