Skip to content
Projects
Groups
Snippets
Help
Loading...
Help
Support
Keyboard shortcuts
?
Submit feedback
Contribute to GitLab
Sign in
Toggle navigation
B
brain_age_from_eeg
Project overview
Project overview
Details
Activity
Releases
Repository
Repository
Files
Commits
Branches
Tags
Contributors
Graph
Compare
Analytics
Analytics
Repository
Value Stream
Members
Members
Collapse sidebar
Close sidebar
Activity
Graph
Commits
Open sidebar
hackathon
brain_age_from_eeg
Commits
bb947a62
Commit
bb947a62
authored
May 24, 2017
by
Alexis Veracruz
Browse files
Options
Browse Files
Download
Email Patches
Plain Diff
Update README.md
parent
3530255c
Changes
1
Hide whitespace changes
Inline
Side-by-side
Showing
1 changed file
with
10 additions
and
13 deletions
+10
-13
README.md
README.md
+10
-13
No files found.
README.md
View file @
bb947a62
...
...
@@ -56,26 +56,23 @@ Same dimensions as the raw data. Gives a coloring to the EEG data, that shows ho
1.
Extract (𝜶, 𝛽, 𝛾,𝜃) Waveform
2.
Divide into 2s epochs
3.
Features extraction using neural netork
4.
FFT: static
5.
Short-Time FFT: FFR with window
3.
Compute static features for each epoch
4.
Channel coherence (each wave)
5.
Channel correlation Pearson (each wave)
6.
Embedding a lower dimensional manifold
7.
Reduce dimensionality
8.
Reduce component analysis
9.
Localized linear embedding (tSNE)
10.
Wavelet
11.
Analyse distances in reduced space between 2013 & 2014 baselines
a. FFT: static
b. Short-Time FFT: FFR with window
c. Compute static features for each epoch
d. Channel coherence (each wave)
e. Channel correlation Pearson (each wave)
4.
Embedding a lower dimensional manifold
a. PCA
b. LDA
c. Localized linear embedding (tSNE)
5.
Analyse distances in reduced space between 2013 & 2014 baselines
### Clustering
*
Aggloremative
*
k-means
*
NNMF (Non Negative Matrix Factorization)
#### Measures
*
Dynamics Time warping (Distance Meausure)
## Results
...
...
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment