297 search results - page 1 / 60 » Generalization and Selection of Examples in Feedforward Neur... |
NECO
2000
13 years 4 months ago
2000
TNN
1998
13 years 4 months ago
1998
: A novel approach to artificial neural networks is presented. The philosophy of this approach is based on two aspects: the design of task-specific networks, and a new neuron model...
NIPS
1994
13 years 6 months ago
1994
For many types of machine learning algorithms, one can compute the statistically optimal" way to select training data. In this paper, we review how optimal data selection tec...
ICNC
2005
Springer
13 years 10 months ago
2005
Springer
This paper incorporates robustness into neural network modeling and proposes a novel two-phase robustness analysis approach for determining the optimal feedforward neural network (...
MCS
2006
Springer
13 years 4 months ago
2006
Springer
8 The training of some types of neural networks leads to separable non-linear least squares problems. These problems may be9 ill-conditioned and require special techniques. A robus...