IWANN
2001
Springer
14 years 3 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
14 years 3 months ago
2001
Springer
IWANN
2001
Springer
14 years 3 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
14 years 3 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
14 years 3 months ago
2001
Springer
IWANN
2001
Springer
14 years 3 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
14 years 3 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
14 years 3 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
14 years 3 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
14 years 3 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...