448 search results - page 6 / 90 » Perceptrons |
ICONIP
2007
13 years 11 months ago
2007
In this study we propose a new ensemble model composed of several linear perceptrons. The objective of this study is to build a piecewise-linear classifier that is not only compet...
CONNECTION
2004
13 years 9 months ago
2004
: High capacity associative neural networks can be built from networks of perceptrons, trained using simple perceptron training. Such networks perform much better than those traine...
ICML
2008
IEEE
14 years 10 months ago
2008
IEEE
We present a discriminative online algorithm with a bounded memory growth, which is based on the kernel-based Perceptron. Generally, the required memory of the kernelbased Percept...
EACL
2009
ACL Anthology
14 years 10 months ago
2009
ACL Anthology
IJCNN
2007
IEEE
14 years 3 months ago
2007
IEEE
—The 0/1 loss is an important cost function for perceptrons. Nevertheless it cannot be easily minimized by most existing perceptron learning algorithms. In this paper, we propose...