Ontology highlight
ABSTRACT:
SUBMITTER: Plis SM
PROVIDER: S-EPMC4138493 | biostudies-literature | 2014
REPOSITORIES: biostudies-literature
Plis Sergey M SM Hjelm Devon R DR Salakhutdinov Ruslan R Allen Elena A EA Bockholt Henry J HJ Long Jeffrey D JD Johnson Hans J HJ Paulsen Jane S JS Turner Jessica A JA Calhoun Vince D VD
Frontiers in neuroscience 20140820
Deep learning methods have recently made notable advances in the tasks of classification and representation learning. These tasks are important for brain imaging and neuroscience discovery, making the methods attractive for porting to a neuroimager's toolbox. Success of these methods is, in part, explained by the flexibility of deep learning models. However, this flexibility makes the process of porting to new areas a difficult parameter optimization problem. In this work we demonstrate our resu ...[more]