762 search results - page 1 / 153 » Constructive Neural Network Learning Algorithms |
AAAI
1996
13 years 5 months ago
1996
Constructive learning algorithms offer an attractive approach for the incremental construction of near-minimal neural-network architectures for pattern classification. They help ov...
IFIP12
2004
13 years 5 months ago
2004
: Recently, multi-instance classification algorithm BP-MIP and multi-instance regression algorithm BP-MIR both based on neural networks have been proposed. In this paper, neural ne...
NCA
2008
IEEE
13 years 4 months ago
2008
IEEE
Motivated by the slow learning properties of multilayer perceptrons (MLPs) which utilize computationally intensive training algorithms, such as the backpropagation learning algorit...
IJCNN
2000
IEEE
13 years 7 months ago
2000
IEEE
GECCO
2005
Springer
13 years 9 months ago
2005
Springer
This paper proposes a novel constructive learning algorithm for a competitive neural network. The proposed algorithm is developed by taking ideas from the immune system and demons...