IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
— It is difficult to map many existing learning algorithms onto biological networks because the former require a separate learning network. The computational basis of biological...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
— Biped robots based on the concept of (passive) dynamic walking are far simpler than the traditional fullycontrolled walking robots, while achieving a more natural gait and cons...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
— This paper proposes a novel method of fusing models for classification of unbalanced data. The unbalanced data contains a majority of healthy (negative) instances, and a minor...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
—The stationarity hypothesis is largely and implicitly assumed when designing classifiers (especially those for industrial applications) but it does not generally hold in practic...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
— Neural networks are used in a wide number of fields including signal and image processing, modeling and control and pattern recognition. Some of the most common type of neural ...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
— Since we can accumulate a huge amount of data including useless information in these years, it is important to investigate various extraction method of clusters from data inclu...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
Abstract— One of the major challenges in both action generation for robotics and in the understanding of human motor control is to learn the “building blocks of movement genera...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
—Signatures continue to be an important biometric for authenticating the identity of human beings. This paper presents an effective method to perform off-line signature verificat...
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
— Previously we have shown that chaos can arise in networks of physically realistic neurons [1], [2]. Those networks contain a moderate to large number of units connected in a sp...