Zusammenfassung der Ressource
Brain Robot Interface
- BCI
- EEG DAQ
Anmerkungen:
- Scan for bad electrodes
- MVPC
Anmerkungen:
- Multivariate Pattern Classification. The system for learning to classify samples of EEG data
- Training
Anmerkungen:
- Training the classifier on samples of data to recognize new samples with unknown class
- Testing
Anmerkungen:
- Presenting samples of unknown class to the MVPC and see the performance, i.e. the accuracy of the classifier.
- Gaussian Units
Anmerkungen:
- neural network with gaussian prototypes
- SVM
Anmerkungen:
- Support Vector Machine, with kernel trick
- LDA
Anmerkungen:
- Fisher's Linear Discriminant Analysis
- Pre-processing
- Feature Selection
Anmerkungen:
- The Power Spectral Density is estimated within frequency bands and presented as features.
- Spatial Filter
Anmerkungen:
- Surface Laplacian or fit to single dipole
- Bandpass filter
Anmerkungen:
- "only HP-filter continuous
data"
Anmerkungen:
- comment from Mike x Cohan's book neural ....
- Report
- Test Environment
- Robot Control
- Direct
- Shared
- Regularized
- Robot Manoeuvering