Modification of the mean-square error principle to double the convergence speed of a special case of Hopfield neural network used to segment pathological liver color images.
Rachid SammoudaMohamed SammoudaPublished in: BMC Medical Informatics Decis. Mak. (2004)
Keyphrases
- convergence speed
- hopfield neural network
- special case
- color images
- convergence rate
- particle swarm optimization algorithm
- differential evolution
- cellular neural networks
- global search
- particle swarm optimization
- hopfield network
- energy function
- step size
- global convergence
- genetic algorithm
- pso algorithm
- faster convergence
- np hard
- learning rules
- computational complexity
- image processing
- neural network
- hopfield networks
- approximation algorithms
- steady state error
- computer vision
- biologically inspired
- simulated annealing
- interior point methods
- firefly algorithm