Workshop on Applications of Pattern Analysis (WAPA), Cumberland Lodge 2010

O-IPCAC and its Application to EEG Classification

author: Alessandro Rozza, Dipartimento di Informatica e Comunicazione, Università Degli Studi Di Milano
published: Sept. 20, 2010, recorded: September 2010, views: 82

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Slides

Slides
0:00	O-IPCAC and its application to EEG classication
0:13	Outline
0:59	EEG classication
1:39	Existing Approaches
1:59	Dierent Approach
2:15	Isotropic Principal Component Analysis Classier - 1
2:44	Isotropic Principal Component Analysis Classier - 2
3:05	IPCA-based Classier - Training phase
3:29	Theoretical Problems in High Dimensionality
4:04	Theoretical Problems - 1
4:16	Theoretical Problems - 2
4:32	Problems with dimensionality reduction - 1
4:44	Problems with dimensionality reduction - 2
5:16	O-IPCAC: the algorithm - 1
5:40	O-IPCAC: the algorithm - 2
6:09	O-IPCAC: the algorithm - 3
6:39	O-IPCAC: the algorithm - 4
6:59	The Online algorithm
7:54	Data Description
8:25	Performance evalutation
8:44	Results
9:44	Results and Comparison
10:21	Conclusions and Future Works - 1
10:52	Conclusions and Future Works - 2
11:15	References I
11:17	References II
11:18	Any questions?

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