EEG-Datasets
A list of all public EEG-datasets (by meagmohit)
braindecode
Deep learning software to decode EEG, ECG or MEG signals (by braindecode)
| EEG-Datasets | braindecode | |
|---|---|---|
| 6 | 1 | |
| 2,077 | 733 | |
| - | 4.8% | |
| 5.2 | 9.1 | |
| 3 months ago | 3 days ago | |
| Python | ||
| - | BSD 3-clause "New" or "Revised" License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
EEG-Datasets
Posts with mentions or reviews of EEG-Datasets.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-03.
- [D] [P] Need help in my Thesis project "A comparison study of EEG analysis by Deep Learning vs Expert board cerrtified Neurologist analysis for 100 patient data
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Starting project
https://github.com/meagmohit/EEG-Datasets have a look through this and see if you can come up with anything (like motor imagery classification from some of the datasets)
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Where can I get an ECG or EEG biometrics database?
This is far from an exhaustive list, but this article has a collection of many public EEG datasets: https://github.com/meagmohit/EEG-Datasets
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[Survey] Can you tell real from simulated EEG?
How does subjective appearance improve generation? Shouldn't we be checking our models generation patterns against validated data? There's quite a few open data sets available across multiple modalities to train against, and these won't require you to figure out how to normalize subjectivity.
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How can undergrads get experience with fNIRS, fMRI, ECoG, EEG, etc
OpenBCI has some software (and hardware if you can afford it). There are also libraries of publicly-available neural data from other research projects you can look through, such as this.
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Weird Idea for Concious AI
Here's another in case those don't tickle your fancy: https://github.com/meagmohit/EEG-Datasets
braindecode
Posts with mentions or reviews of braindecode.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-03.
-
[D] [P] Need help in my Thesis project "A comparison study of EEG analysis by Deep Learning vs Expert board cerrtified Neurologist analysis for 100 patient data
Till now i have found only 1 open source model (aka BRAINCODE) that can be used (I will try to make a setup and analyse its feasability , it looks like it can be used as far as i can understnad from its Github reprository (https://github.com/braindecode/braindecode/)
What are some alternatives?
When comparing EEG-Datasets and braindecode you can also consider the following projects:
awesome-tech-rss - List of awesome RSS channels related to startup, science and technology.
Shallow-learning - Replicating brain's low energy high efficiency model architecture & calculating (maths)
AdaTime - [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
python-meegkit - 🔧🧠MEEGkit: MEG & EEG processing toolkit in Python
fooof - Parameterizing neural power spectra into periodic & aperiodic components.
snntorch - Deep and online learning with spiking neural networks in Python