Title :
General neural unit: retrieval performance
Author :
Aleksander, I. ; Morton, H.B.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. of Sci. Technol. & Med., London, UK
Abstract :
A general neural unit is described which is capable of retrieving learned prototype images at internal connections when stimulated by distorted versions of the prototypes at the external terminals. Theoretical predictions of optimal feedback for best retrieval performance are given with experimental confirmation.
Keywords :
computerised picture processing; feedback; learning systems; neural nets; general neural unit; internal connections; learned prototype images; optimal feedback; retrieval performance;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19911105
