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Search results for attention eeg

10 search results found

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Eeg Conformer ⭐ 222

EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.

Attnsleep ⭐ 113

[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

Eeg Atcnet ⭐ 100

Attention temporal convolutional network for EEG-based motor imagery classification

Eeg Transformer ⭐ 79

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

Mtrf Toolbox ⭐ 63

A MATLAB Package for Relating Neural Signals to Continuous Stimuli

Human Computer Interaction ⭐ 23

国科大人机交互大作业：多模态情感识别

Eeg Transformer Seq2seq ⭐ 14

Modified transformer network utilizing the attention mechanism for time series or any other numerical data. 6.100 project at MIT Media Lab.

Mindwave Bluetooth ⭐ 13

Bluetooth stream parser for NeuroSky Mindwave Mobile EEG headset.

Telluride_decoding ⭐ 8

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