ICANN
2001
Springer
14 years 5 months ago
2001
Springer
ICANN
2001
Springer
14 years 5 months ago
2001
Springer
A neural-network-based approach is proposed in this paper providing multimedia systems with the ability to adapt their performance to the specific needs and characteristics of thei...
ICANN
2001
Springer
14 years 5 months ago
2001
Springer
Kernel-based systems are currently very popular approaches to supervised learning. Unfortunately, the computational load for training kernel-based systems increases drastically wit...
ICANN
2001
Springer
14 years 5 months ago
2001
Springer
ICANN
2001
Springer
14 years 5 months ago
2001
Springer
Abstract. An application of the recently proposed generalized relevance learning vector quantization (GRLVQ) to the analysis and modeling of time series data is presented. We use G...
ICANN
2001
Springer
14 years 5 months ago
2001
Springer
EEG segments recorded during microsleep events were transformed to the frequency domain and were subsequently clustered without the common summation of power densities in spectral ...
ICANN
2001
Springer
14 years 5 months ago
2001
Springer
Auditory onsets are robust features of sounds: because the direct path from sound source to ear is the shortest path, the onset is unaffected by reverberation. Many cells in the c...
ICANN
2001
Springer
14 years 5 months ago
2001
Springer
ICANN
2001
Springer
14 years 5 months ago
2001
Springer
Empirical evidence indicates that the training time for the support vector machine (SVM) scales to the square of the number of training data points. In this paper, we introduce the...
ICANN
2001
Springer
14 years 5 months ago
2001
Springer
The method of conjugate gradients provides a very effective way to optimize large, deterministic systems by gradient descent. In its standard form, however, it is not amenable to ...