We show how one-class compression Neural Networks and one-class SVM can be applied to fMRI data to learn the classification of brain activity associated with a specific motor activity. For comparison purposes, we use two labeled data and see what degree of classification ability is lost compared with the usual two-class SVM.
|Number of pages||2|
|Journal||IJCAI International Joint Conference on Artificial Intelligence|
|State||Published - 2005|
|Event||19th International Joint Conference on Artificial Intelligence, IJCAI 2005 - Edinburgh, United Kingdom|
Duration: 30 Jul 2005 → 5 Aug 2005
ASJC Scopus subject areas
- Artificial Intelligence