Title :
Pattern recognition via synchronization in phase-locked loop neural networks
Author :
Hoppensteadt, Frank C. ; Izhikevich, Eugene M.
Author_Institution :
Center for Syst. Sci. & Eng., Arizona State Univ., Tempe, AZ, USA
fDate :
5/1/2000 12:00:00 AM
Abstract :
We propose a novel architecture of an oscillatory neural network that consists of phase-locked loop (PLL) circuits. It stores and retrieves complex oscillatory patterns as synchronized states with appropriate phase relations between neurons
Keywords :
neural chips; oscillations; pattern recognition; phase locked loops; synchronisation; voltage-controlled oscillators; PLL circuits; VCO; complex oscillatory patterns; oscillatory neural network; phase relations; phase-locked loop neural networks; synchronization; temporal pattern recognition; Artificial neural networks; Biological neural networks; Circuits; Frequency synchronization; Intelligent networks; Neural networks; Neurons; Pattern recognition; Phase locked loops; Voltage-controlled oscillators;
Journal_Title :
Neural Networks, IEEE Transactions on
