409 search results - page 34 / 82 » Representation of Functional Data in Neural Networks |
78
Voted
CANDC
2009
ACM
15 years 4 months ago
2009
ACM
We present a sub-symbolic computational model for effecting knowledge re-representation and insight. Given a set of data, manifold learning is used to automatically organize the d...
ICML
2005
IEEE
15 years 11 months ago
2005
IEEE
We investigate using gradient descent methods for learning ranking functions; we propose a simple probabilistic cost function, and we introduce RankNet, an implementation of these...
76
Voted
CAINE
2007
14 years 11 months ago
2007
Our simple fuzzy neural network first thins the set of exemplar input feature vectors and then centers a Gaussian function on each remaining one and saves its associated output la...
NN
1998
Springer
14 years 10 months ago
1998
Springer
The number of required hidden units is statistically estimated for feedforward neural networks that are constructed by adding hidden units one by one. The output error decreases w...
NN
1998
Springer
14 years 10 months ago
1998
Springer
For complex database prediction problems such as medical diagnosis, the ARTMAP-IC neural network adds distributed prediction and category instance counting to the basic fuzzy ARTM...