NN
2006
Springer
13 years 9 months ago
2006
Springer
A novel method for estimating prediction uncertainty using machine learning techniques is presented. Uncertainty is expressed in the form of the two quantiles (constituting the pr...
NN
2006
Springer
13 years 9 months ago
2006
Springer
NN
2006
Springer
13 years 9 months ago
2006
Springer
Neurophysiology reveals the properties of individual mirror neurons in the macaque while brain imaging reveals the presence of `mirror systems' (not individual neurons) in th...
NN
2006
Springer
13 years 9 months ago
2006
Springer
The existence of multiple parallel loops connecting sensorimotor systems to the basal ganglia has given rise to proposals that these nuclei serve as a selection mechanism resolvin...
NN
2006
Springer
13 years 9 months ago
2006
Springer
NN
2006
Springer
13 years 9 months ago
2006
Springer
We discuss an important property called the asymptotic equipartition property on empirical sequences in reinforcement learning. This states that the typical set of empirical seque...
NN
2006
Springer
13 years 9 months ago
2006
Springer
NN
2006
Springer
13 years 9 months ago
2006
Springer
An important component of language acquisition and cognitive learning is gaze imitation. Infants as young as one year of age can follow the gaze of an adult to determine the objec...
NN
2006
Springer
13 years 9 months ago
2006
Springer
The way of propagating and control of stochastic signals through Universal Learning Networks (ULNs) and its applications are proposed. ULNs have been already developed to form a s...
NN
2006
Springer
13 years 9 months ago
2006
Springer
This paper presents an on-line unsupervised learning mechanism for unlabeled data that are polluted by noise. Using a similarity thresholdbased and a local error-based insertion c...