IWANN
2001
Springer
13 years 12 months ago
2001
Springer
The space of bio-inspired hardware can be partitioned along three axes: phylogeny, ontogeny, and epigenesis. We refer to this as the POE model. Our Embryonics (for embryonic electr...
IWANN
2001
Springer
13 years 12 months ago
2001
Springer
IWANN
2001
Springer
13 years 12 months ago
2001
Springer
Complexity-penalization strategies are one way to decide on the most appropriate network size in order to address the trade-off between overfitted and underfitted models. In this p...
IWANN
2001
Springer
13 years 12 months ago
2001
Springer
This work present the use of a neural structure to augment the quality of noisy images of liquid bridges to obtain a clear representation of its border in order to determine the ac...
IWANN
2001
Springer
13 years 12 months ago
2001
Springer
IWANN
2001
Springer
13 years 12 months ago
2001
Springer
Abstract. Mechanisms for adapting models, filters, regulators and so on to changing properties of a system are of fundamental importance in many modern identification, estimation...
IWANN
2001
Springer
13 years 12 months ago
2001
Springer
A novel approach to calculate the generalization error of the support vector machines and a new support vector machine–nonsymmatic support vector machine–is proposed here. Our ...
IWANN
2001
Springer
13 years 12 months ago
2001
Springer
We propose a novel approach based upon a superposition of ‘colored’ and ‘white’ noise to approximate current inputs in neural models. Numerical results show that the novel ...
IWANN
2001
Springer
13 years 12 months ago
2001
Springer
Abstract. In this paper we address the problem of blind source extraction of a subset of “interesting” independent sources from a linear convolutive or instantaneous mixture. T...
IWANN
2001
Springer
13 years 12 months ago
2001
Springer
Abstract. The Frequency Assignment Problem (FAP) is a very important problem of practical interest. This work compares several evolutionary approaches to this problem, based both i...