BCN - A NOVEL NETWORK ARCHITECTURE FOR RAM-BASED NEURONS

Citation
G. Howells et al., BCN - A NOVEL NETWORK ARCHITECTURE FOR RAM-BASED NEURONS, Pattern recognition letters, 16(3), 1995, pp. 297-303
Citations number
6
Categorie Soggetti
Computer Sciences, Special Topics","Computer Science Artificial Intelligence
Journal title
ISSN journal
01678655
Volume
16
Issue
3
Year of publication
1995
Pages
297 - 303
Database
ISI
SICI code
0167-8655(1995)16:3<297:B-ANNA>2.0.ZU;2-4
Abstract
A new architecture for networks of RAM-based Boolean neurons is presen ted which, whilst retaining learning and generalisation properties pos sessed by existing network architectures, allows for arbitrary target patterns for pattern classes with strong convergence properties. The n etwork architecture provides the basis for a pattern recognition syste m capable of application in a practical environment.