Title :
Realization of multi-layer Boolean neural networks with logic gate array
Author :
Gustin, Veselko ; Dobnikar, Andrej
Author_Institution :
Fac. of Electr. & Comput. Eng., Ljubljana Univ., Yugoslavia
Abstract :
A new approach is outlined for the digital realization of Boolean neural networks. It is based on programmable gate array technology (PGA). Each cell in the gate array performs the binary addition/subtraction function. Space iteration of such a digital circuit allows the calculation of all output functions of the neurons in the network. The topology of the network influences the connections between neurons and therefore the connections in the PGA. This approach offers definite advantages over other solutions
Keywords :
Boolean functions; logic arrays; network topology; neural nets; binary addition/subtraction function; cell; connections; digital circuit; digital realization; logic gate array; multi-layer Boolean neural networks; network topology; neurons; output functions; programmable gate array; space iteration; Boolean functions; Digital circuits; Electronics packaging; Logic gates; Multi-layer neural network; Network topology; Neural networks; Neurons; Programmable logic arrays; Space technology;
Conference_Titel :
Electrotechnical Conference, 1991. Proceedings., 6th Mediterranean
Conference_Location :
LJubljana
Print_ISBN :
0-87942-655-1
DOI :
10.1109/MELCON.1991.162009
