Title :
PCNN models and applications
Author :
Johnson, John L. ; Padgett, Mary Lou
Author_Institution :
MICOM, US Army, Arsenal, AL, USA
fDate :
5/1/1999 12:00:00 AM
Abstract :
Pulse coupled neural network (PCNN) models are described. The linking field modulation term is shown to be a universal feature of any biologically grounded dendritic model. Applications and implementations of PCNNs are reviewed. Application based variations and simplifications are summarized. The PCNN image decomposition (factoring) model is described in detail
Keywords :
edge detection; equivalent circuits; image segmentation; neural nets; neurophysiology; physiological models; biologically grounded dendritic model; factoring model; image decomposition model; linking field modulation term; pulse coupled neural network models; Biological system modeling; Brain modeling; Image coding; Image decomposition; Image fusion; Image processing; Joining processes; Neural networks; Neurons; Pulse generation;
Journal_Title :
Neural Networks, IEEE Transactions on
