Heterogeneous gradient computing optimization for scalable deep neural networks.
Sergio Moreno-ÁlvarezMercedes Eugenia PaolettiJuan A. Rico-GallegoJuan Mario HautPublished in: J. Supercomput. (2022)
Keyphrases
- neural network
- pattern recognition
- artificial neural networks
- optimization problems
- global optimization
- optimization algorithm
- back propagation
- highly non linear
- activation function
- edge detection
- discrete optimization
- optimization method
- gradient field
- steepest descent method
- training algorithm
- data sets
- fuzzy systems
- optimization methods
- neural network model
- combinatorial optimization
- fault diagnosis
- sufficient conditions
- computational intelligence
- image segmentation
- image processing