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JMLR
2010
106views more  JMLR 2010»
15 years 1 months ago
Why Does Unsupervised Pre-training Help Deep Learning?
Much recent research has been devoted to learning algorithms for deep architectures such as Deep Belief Networks and stacks of auto-encoder variants, with impressive results obtai...
Dumitru Erhan, Yoshua Bengio, Aaron C. Courville, ...
JOCN
2010
97views more  JOCN 2010»
15 years 1 months ago
Neural Dissociations between Action Verb Understanding and Motor Imagery
According to embodied theories of language, people understand a verb like throw, at least in part, by mentally simulating throwing. This implicit simulation is often assumed to be...
Roel M. Willems, Ivan Toni, Peter Hagoort, Daniel ...
PROCEDIA
2010
129views more  PROCEDIA 2010»
15 years 1 months ago
Car-driving assistance using organization measurement of reactive multi-agent system
This work presents an approach to the obstacle avoidance problem, applicable in the frame of driver assistance. A decision, expressed as a proposed acceleration vector for the veh...
Franck Gechter, Jean-Michel Contet, Pablo Gruer, A...
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PROCEDIA
2010
154views more  PROCEDIA 2010»
15 years 1 months ago
Parallel computation of phylogenetic consensus trees
The field of bioinformatics is witnessing a rapid and overwhelming accumulation of molecular sequence data, predominantly driven by novel wet-lab sequencing techniques. This trend...
Andre J. Aberer, Nicholas D. Pattengale, Alexandro...
HICSS
2011
IEEE
199views Biometrics» more  HICSS 2011»
14 years 10 months ago
Have IS Researchers Lost Bandura's Self-Efficacy Concept? A Discussion of the Definition and Measurement of Computer Self-Effica
There has been something of an academic debate between proponents of two different kinds of computer self-efficacy: general computer self-efficacy ala Compeau and Higgins on the o...
Jennifer L. Claggett, Dale Goodhue