Machine Learning (Decoding, Encoding, and MVPA)#
Decoding, encoding, and general machine learning examples.
![Motor imagery decoding from EEG data using the Common Spatial Pattern (CSP)](../../_images/sphx_glr_decoding_csp_eeg_thumb.png)
Motor imagery decoding from EEG data using the Common Spatial Pattern (CSP)
Motor imagery decoding from EEG data using the Common Spatial Pattern (CSP)
![Decoding in time-frequency space using Common Spatial Patterns (CSP)](../../_images/sphx_glr_decoding_csp_timefreq_thumb.png)
Decoding in time-frequency space using Common Spatial Patterns (CSP)
Decoding in time-frequency space using Common Spatial Patterns (CSP)
![Decoding sensor space data with generalization across time and conditions](../../_images/sphx_glr_decoding_time_generalization_conditions_thumb.png)
Decoding sensor space data with generalization across time and conditions
Decoding sensor space data with generalization across time and conditions
![Analysis of evoked response using ICA and PCA reduction techniques](../../_images/sphx_glr_decoding_unsupervised_spatial_filter_thumb.png)
Analysis of evoked response using ICA and PCA reduction techniques
Analysis of evoked response using ICA and PCA reduction techniques
![Linear classifier on sensor data with plot patterns and filters](../../_images/sphx_glr_linear_model_patterns_thumb.png)
Linear classifier on sensor data with plot patterns and filters
Linear classifier on sensor data with plot patterns and filters
![Compute Spectro-Spatial Decomposition (SSD) spatial filters](../../_images/sphx_glr_ssd_spatial_filters_thumb.png)
Compute Spectro-Spatial Decomposition (SSD) spatial filters
Compute Spectro-Spatial Decomposition (SSD) spatial filters