21 search results - page 1 / 5 » Training of Large-Scale Feed-Forward Neural Networks |
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
Abstract— Neural processing of large-scale data sets containing both many input / output variables and a large number of training examples often leads to very large networks. Onc...
SMC
2010
IEEE
13 years 3 months ago
2010
IEEE
— Invasive Weed Optimization Algorithm IWO) is an ecologically inspired metaheuristic that mimics the process of weeds colonization and distribution and is capable of solving mul...
FLAIRS
2006
13 years 6 months ago
2006
In this paper, three approaches are presented for generating and validating sequences of different size neural nets. First, a growing method is given along with several weight ini...
ECCV
2008
Springer
14 years 6 months ago
2008
Springer
Abstract. Building visual recognition models that adapt across different domains is a challenging task for computer vision. While feature-learning machines in the form of hierarchi...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
Abstract. In developing algorithms that dynamically changes the structure and weights of ANN (Artificial Neural Networks), there must be a proper balance between network complexit...