44 search results - page 2 / 9 » Invariant Set of Weight of Perceptron Trained by Perceptron ... |
TNN
2008
13 years 5 months ago
2008
In this paper, it is found that the weights of a perceptron are bounded for all initial weights if there exists a nonempty set of initial weights that the weights of the perceptron...
CIS
2005
Springer
13 years 11 months ago
2005
Springer
Abstract. Multi-layer perceptrons (MLPs) have been widely used in classification and regression task. How to improve the training speed of MLPs has been an interesting field of res...
IJON
2000
2000
Synthesis approach for bidirectional associative memories based on the perceptron training algorithm
13 years 5 months ago
Bidirectional associative memories are being used extensively for solving a variety of problems related to pattern recognition. In the present paper, a new synthesis approach is d...
FLAIRS
2004
13 years 7 months ago
2004
The output weight optimization-hidden weight optimization (OWO-HWO) algorithm for training the multilayer perceptron alternately updates the output weights and the hidden weights....
EUROGP
2004
Springer
13 years 9 months ago
2004
Springer
Abstract. In this paper we conduct a comparative study between hybrid methods to optimize multilayer perceptrons: a model that optimizes the architecture and initial weights of mul...