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
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;
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
