DocumentCode
548248
Title
Existence and uniqueness of steady states of analogue KWTA-neural circuit
Author
Tymoshchuk, Pavlo V. ; Tymoshchuk, Marta P.
Author_Institution
CAD Dept., Lviv Polytech. Nat. Univ., Lviv, Ukraine
fYear
2011
fDate
11-14 May 2011
Firstpage
70
Lastpage
74
Abstract
An existence and uniqueness of K-Winner-Take-All (KWTA) - neural circuit steady states are analyzed. The circuit processing time, signal ordering preserving property, resolution ability and accuracy are discussed. Simulation results confirming theoretical predictions and demonstrating performance of the circuit are provided.
Keywords
analogue circuits; neural chips; analogue K-winner- take-all neural circuit steady state; analogue KWTA-neural circuitsteady state; circuit processing time; resolution ability; signal ordering preserving property; Artificial neural networks; Differential equations; Equations; Integrated circuit modeling; Mathematical model; Signal processing; Steady-state; Analogue KWTA neural circuit; existence and uniqueness; processing time; resolution ability; signal ordering preserving property;
fLanguage
English
Publisher
ieee
Conference_Titel
Perspective Technologies and Methods in MEMS Design (MEMSTECH), 2011 Proceedings of VIIth International Conference on
Conference_Location
Polyana
Print_ISBN
978-1-4577-0639-4
Electronic_ISBN
978-966-2191-18-9
Type
conf
Filename
5960273
Link To Document