Abstract
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.
Original language | English |
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Pages (from-to) | 1604-1605 |
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