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ARCS
2004
Springer

Pulse coupled neural networks with adaptive synapses for image segmentation

4 years 2 months ago
Pulse coupled neural networks with adaptive synapses for image segmentation
Abstract: A network of integrate-and-fire neurons with reciprocal synaptic connections to the four next neighbors is considered. The input to each neuron is the feature of an image, i.e. light intensity. Like in the biological archetype synchronization shall be used as an indicator if the input in certain neurons are related or not. Two rules for the unsupervised adaption of the synaptic weigths have been derived to achieve segmentation image of areas belonging to the same feature.
Jörg Schreiter, Ulrich Ramacher, Arne Heittma
Added 30 Jun 2010
Updated 30 Jun 2010
Type Conference
Year 2004
Where ARCS
Authors Jörg Schreiter, Ulrich Ramacher, Arne Heittmann, Daniel Matolin, René Schüffny
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