TY  - BOOK
AB  - In this paper we present a novel approach to model perceptual grouping based on phase and frequency synchronization in a network of coupled Kuramoto oscillators. Transferring the grouping concept from the Competitive Layer Model (CLM) to a network of Kuramoto oscillators, we preserve the excellent grouping capabilities of the CLM, while dramatically improving the convergence rate, robustness to noise, and computational performance, which is verified in a series of artificial grouping experiments.
DA  - 2013
DO  - 10.1016/j.neucom.2014.02.011
LA  - eng
PY  - 2013
TI  - Perceptual Grouping through Competition in Coupled Oscillator Networks
UR  - https://nbn-resolving.org/urn:nbn:de:0070-pub-25619294
Y2  - 2024-11-22T02:24:02
ER  -