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Contrast enhancement of sensor array patterns with the KIII model through Hebbian/anti-Hebbian learning Agustin Gutierrez-Galvez and Ricardo Gutierrez-Osuna
 

Summary: Contrast enhancement of sensor array patterns with the KIII model through Hebbian/anti-Hebbian learning
Agustin Gutierrez-Galvez and Ricardo Gutierrez-Osuna
1
Contrast enhancementContrast enhancement
with the KIII model throughwith the KIII model through
Hebbian/antiHebbian/anti--Hebbian learningHebbian learning
Agustin Gutierrez-Galvez and
Ricardo Gutierrez-Osuna
Texas A&M University
IJCNN'05 Workshop on Neurodynamics
and Intentional Dynamical Systems
Contrast enhancement of sensor array patterns with the KIII model through Hebbian/anti-Hebbian learning
Agustin Gutierrez-Galvez and Ricardo Gutierrez-Osuna
2
Outline
g The KIII as a pattern processor
g Proposed learning rule
g Characterization on synthetic data
g Validation on experimental data
g Discussion

  

Source: Andras, Peter - School of Computing Science, University of Newcastle upon Tyne

 

Collections: Computer Technologies and Information Sciences