4.1 Article

Pattern recognition via synchronization in phase-locked loop neural networks

Journal

IEEE TRANSACTIONS ON NEURAL NETWORKS
Volume 11, Issue 3, Pages 734-738

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/72.846744

Keywords

brain rhythms; oscillatory associative memory.; temporal pattern recognition; voltage-controlled oscillators (VCO's)

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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.

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