Optimization of modular associative memory
β Scribed by A. V. Nikitin; A. M. Popov
- Publisher
- Springer
- Year
- 1999
- Tongue
- English
- Weight
- 506 KB
- Volume
- 10
- Category
- Article
- ISSN
- 1046-283X
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π SIMILAR VOLUMES
A new statistical neurodynamical method is proposed Jor ana(vzing the non-equilibrium dynamical behaviors of an autocorrelation associative memor), model. The theory explains strange dynamical behaviors in recalling processes which are observed by computer simulations: Starting with an initial state
A geometrical method is proposed for analyzing the properties of an autocorrelation associative memory model. From the present geometrical viewpoint, the state transition of the model is expressed as dynamics on a sphere. The method shows that there is a critical memory ratio corresponding to the me
## αΊe present a new associative memory model that stores arbitrary bipolar patterns without the problems we can find in other models like BAM or LAM. After identifying those problems we show the new memory topology and we explain its learning and recall stages. Mathematical demonstrations are provi