Emulation of logical functions NOT, AND, OR, and XOR with a perceptron implemented using an information entropy function
Stepan Melnychuk, Микола Васильович Кузь, S.V. Yakovyn · 2018 14th International Conference on Advanced Trends in Radioelecrtronics, Telecommunications and Computer Engineering (TCSET) · 2018
The article explains a conducted research of the effectiveness of an information entropy functions applied to the perceptron. In particular, it was shown the possibility to emulate all the set of the logical functions: NOT, AND, OR, and XOR using only one perceptron. It was also shown the availability of perceptron functional abilities extension with a help of signal probabilistic indicators. Such signals are generated by perceptron S-element sensors.