Sign in
Back
Experimental Results of CMOS-Implemented Conscience Mechanism Applied for WTA Networks
Conference proceeding

Experimental Results of CMOS-Implemented Conscience Mechanism Applied for WTA Networks

Tomasz Talaska, Rafal Dlugosz, Jakub Dalecki, Witold Pedrycz and Ryszard Wojtyna
ICSES 2008 INTERNATIONAL CONFERENCE ON SIGNALS AND ELECTRONIC SYSTEMS, CONFERENCE PROCEEDINGS, pp.101-104
01/01/2008
DOI: https://doi.org/10.1109/ICSES.2008.4673368

Abstract

Computer Science Computer Science, Information Systems Engineering Engineering, Electrical & Electronic Science & Technology Technology Telecommunications
This paper presents experimental results demonstrating a positive effect of using conscience mechanism in on chip learning Kohonen networks. Application of this mechanism allows to eliminate so called "dead neurons", which do not take part in the competition during the learning phase, thus increasing the quantization error of the network. Both Matlab simulations and measurement results are shown.

Metrics

1 Record Views

Details