Title :
Digital general neural units with controlled transition probabilities
Author :
Browne, C. ; Aleksander, I.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. of Sci., Technol. & Med., London, UK
fDate :
4/25/1996 12:00:00 AM
Abstract :
A partially connected general neural unit, which is capable of making state transitions with controlled probabilities, is described. The conditions for which the cost of the partially connected system is less than the cost of a fully connected network are found. The network performance and optimisation are then confirmed experimentally
Keywords :
circuit optimisation; digital circuits; neural nets; probability; state-space methods; controlled transition probabilities; digital neural units; network optimisation; network performance; partially connected general neural unit; state transitions;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19960565
