71 search results - page 1 / 15 » On the capabilities of neural networks using limited precisi... |
NN
2002
Springer
13 years 4 months ago
2002
Springer
ISCAS
1995
IEEE
13 years 8 months ago
1995
IEEE
This paper proposes a multilevel logic approach to output coding using multilevel neurons in the output layer. Training convergence for a single multilevel perceptron is considere...
ISNN
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. By using differential neural networks, we present a novel robust adaptive controller for a class of unknown nonlinear systems. First, dead-zone and projection techniques...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
— This paper presents a single-objective and a multiobjective stochastic optimization algorithms for global training of neural networks based on simulated annealing. The algorith...
ANSS
1998
IEEE
13 years 9 months ago
1998
IEEE
In solving application problems, the data sets used to train a neural network may not be hundred percent precise but within certain ranges. Representing data sets with intervals, ...