A hierarchical neural network model for associative memory
β Scribed by Kunihiko Fukushima
- Book ID
- 112074756
- Publisher
- John Wiley and Sons
- Year
- 1983
- Tongue
- English
- Weight
- 738 KB
- Volume
- 66
- Category
- Article
- ISSN
- 8756-6621
No coin nor oath required. For personal study only.
π SIMILAR VOLUMES
We present a new associative memory model based on the Hamming memory, but where the winner-take-all network part is replaced by a layer of nodes with somewhat complex node functions. This new memory can produce output vectors with individual "don't know" bits. The simulations demonstrate that this
The introduction of a hierarchical memory structure into a cascade associative memory model for storing hierarchically correlated patterns improves the storage capacity and the size of the basins of attraction remarkably. A learning algorithm groups descendants (second-level patterns) according to t