DocumentCode
1503095
Title
PCNN models and applications
Author
Johnson, John L. ; Padgett, Mary Lou
Author_Institution
MICOM, US Army, Arsenal, AL, USA
Volume
10
Issue
3
fYear
1999
fDate
5/1/1999 12:00:00 AM
Firstpage
480
Lastpage
498
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;
fLanguage
English
Journal_Title
Neural Networks, IEEE Transactions on
Publisher
ieee
ISSN
1045-9227
Type
jour
DOI
10.1109/72.761706
Filename
761706
Link To Document