Embedded Files
Protocols
Protocols
ECoG Processing Pipeline (from Scott)
Figure Plotting Scripts
Figure Plotting Scripts
scripts in https://github.com/GuentherLab/ecog_clust/tree/main/classification_AM:
fig - clust x coding, clust x hem, width x coding
/plot_cons_vow_syl_bars.m
/plot_right_vs_left.m
/scatter_clustvars_and_logistic_reg.m
fig - coding x hem, coding brains
/plot_right_vs_left.m
/surf_top_coders_per_condition.m ?
fig - clust top encoder brains
/surf_top_coders_per_cluster.m
/compile_top_coders_surf.m
Literature
Literature
Bibliography for ECoG Classification Methods
Lotte et al. 2015: Electrocorticographic representations of segmental features in continuous speech
-ECoG paper to use for LDA classification and scoring of individual electrodes
-intro to MRMR (Maximum Relevance, Minimum Redundancy) method used by Lotte et al. for feature selection
Presentations
Presentations
Link to internal presentations (e.g., lab meetings/results updates)
Granger Cauaslity mean_hilbert_per_subject (from Byron).pdf2021-4-28 Granger Causality (Byron)
2021-8-12 ML_Project_LJackson.pdf2021-08-11 Applying Machine Learning to ECoG (Liam)
Comparing 700ms to 2000ms.pptx2021-08-24 Extension of ML Applied to ECoG - Comparing 2000ms and 700ms Event Durations (Liam)
comparing_none_vs_depth_type.pptx2021-10-13 Comparing feature sets of electrodes grouped by Depth Type to No Grouping Parameter
2021-11-23 electrode classification exclusion effects.pptx2021-11-23 Individual Electrode Effects on Accuracy
2021-12-8 electrode classification exclusion effects.pptx2021-12-08 Individual Electrode Effects on Accuracy
(Updated to show per-subject breakdown)
2021-12-21 electrode classification exclusion effects.pptx2021-12-21 Individual Electrode Effects on Accuracy; Brain Plots of Top Electrodes
Link to external presentations (e.g., conference, external talks)
2022-6-7 OHBM Poster.pptx2022 OHBM Poster
2022-6-7 OHBM 2022 ECoG-Clust Presentation Recording.mp42022 OHBM Poster Recording
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