NPL
2002
13 years 10 months ago
2002
Learninga Gaussian mixturewithalocal algorithm like EMcanbe dif
NPL
2002
13 years 10 months ago
2002
Recently, feature maps have been applied to various problem domains.The success of some of these applications critically depends on whether feature maps are topologically ordered. ...
NPL
2002
13 years 10 months ago
2002
This paper presents a model of a network of integrate-and-fire neurons with time delay weights, capable of invariant spatio-temporal pattern recognition. Spatio-temporal patterns a...
NPL
2002
13 years 10 months ago
2002
A neural network model of associative memory is presented which unifies the two historically more relevant enhancements to the basic Little-Hopfield discrete model: the graded resp...
NPL
2002
13 years 10 months ago
2002
Ridge regression is a classical statistical technique that attempts to address the bias-variance trade-off in the design of linear regression models. A reformulation of ridge regr...
NPL
2002
13 years 10 months ago
2002
The `kernel approach' has attracted great attention with the development of support vector machine (SVM) and has been studied in a general way. It offers an alternative soluti...
NPL
2002
13 years 10 months ago
2002
The learning of complex relationships can be decomposed into several neural networks. The modular organization is determined by prior knowledge of the problem that permits to split...
NPL
2002
13 years 10 months ago
2002
Weinvestigatedthe emergenceoforientingbehavior in arti
NPL
2002
13 years 10 months ago
2002
Abstract. This paper examines the application of virtual reality cues, generating the biofeedback effects of a real tiled floor, reported in [8], for gait improvement in Parkinson&...
NPL
2002
13 years 10 months ago
2002
A novel multistage feedforward network is proposed for efficient solving of difficult classification tasks. The standard Radial Basis Functions (RBF) architecture is modified in or...