13 search results - page 1 / 3 » Hierarchical Latent Dictionaries for Models of Brain Activat... |
JMLR
2012
11 years 7 months ago
2012
In this work, we propose a hierarchical latent dictionary approach to estimate the timevarying mean and covariance of a process for which we have only limited noisy samples. We fu...
LREC
2010
2010
Evaluating Semantic Relations and Distances in the Associative Concept Dictionary using NIRS-imaging
13 years 6 months ago
In this study, we extracted brain activities related to semantic relations and distances to improve the precision of distance calculation among concepts in the Associated Concept ...
NIPS
2008
13 years 5 months ago
2008
We propose a novel hierarchical, nonlinear model that predicts brain activity in area V1 evoked by natural images. In the study reported here brain activity was measured by means ...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
A dependent hierarchical beta process (dHBP) is developed as a prior for data that may be represented in terms of a sparse set of latent features (dictionary elements), with covar...
ICML
2009
IEEE
14 years 5 months ago
2009
IEEE
This paper describes an unsupervised learning technique for modeling human locomotion styles, such as distinct related activities (e.g. running and striding) or variations of the ...