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fossasia / neurolab-android

NeuroLab Android https://github.com/fossasia/neurolab-android/raw/apk/neurolab-dev-debug.apk
GNU General Public License v3.0
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Datasets for EEG testing #288

Closed CloudyPadmal closed 5 years ago

CloudyPadmal commented 5 years ago

Describe the issue

We need more data to implement features. Best way for now is to look for free and open datasets recorded by researchers and use it in our app. Repository https://github.com/meagmohit/EEG-Datasets contains a set of public data sets.

This issue is to pick the appropriate ones related to EEG and prepare those data sets to feed into NeuroLab through Arduino interface

Task: Pick 10 different data sets from the above mentioned repository and pre-process them to match with our hardware interface

Would you like to work on the issue?

Issue for GSoC @jddeep and @suresh-gandhi please pick 5 each and list the headings under this issue (to avoid duplicates). After that, create a folder in repo root and add pre-processed data. Set priority to recognized datasets. (eg: MNIST, OpenBCI etc...). Limit the pre-processed data set to be under 25MB. Format would be the same as the sample dataset we have in repo.

time data data (if available)
ttttt 4526.24544 ... 4952.11555 ...
ttttt 4526.24544 ... 4952.11555 ...
... ... ...
ttttt 4526.24544 ... 4952.11555 ...
jddeep commented 5 years ago

Datasets I am working with :

  1. NeuroMarketing: Contains Data for 25 subjects.
  2. MNIST (MindBigData) Containing data sets of MindWave, Muse, Insight.
  3. DEAP
  4. IMAGENET Brain
  5. Meditation-EEG-Data
jddeep commented 5 years ago

Datasets I am working with : NeuroMarketing: Contains Data for 25 subjects. MNIST (MindBigData) Containing data sets of MindWave, Muse, Insight.

@CloudyPadmal Is this a correct way to mention here?

CloudyPadmal commented 5 years ago

Yes. Try to pick 3 more. We need 10 sets in total.

suresh-gandhi commented 5 years ago