Title :
Linearly weighted classifier circuit
Author :
Merih Yildiz;Shahram Minaei;Serdar Ozoguz
Author_Institution :
Department of Electronics and Communications Engineering, Istanbul Technical University, Maslak, Istanbul, Turkey
Abstract :
In this paper a CMOS realization of a linearly weighted classifier circuit which is called classifier block is proposed. The proposed classifier block is composed of Linearly Weighted Circuits (LWC) and CMOS Core Circuits (CC). The proposed circuit can classify linearly non-separable data. The weights of the classifier circuit are achieved with LWC blocks. Using 0.35 μm AMS technology parameters, SPICE simulation results for a LWC and classifier block are included to verify the expected results.
Keywords :
"Artificial neural networks","Transconductance","Electronic mail","CMOS technology","SPICE","Circuit simulation","Target recognition","Object recognition","Pattern recognition","Artificial intelligence"
Conference_Titel :
Circuits and Systems and TAISA Conference, 2009. NEWCAS-TAISA ´09. Joint IEEE North-East Workshop on
Print_ISBN :
978-1-4244-4573-8
DOI :
10.1109/NEWCAS.2009.5290438
