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awesome-english-ebooks

经济学人(含音频)、纽约客、卫报、连线、大西洋月刊等英语杂志免费下载,支持epub、mobi、pdf格式, 每周更新

bci-attention

A repository including multiple attentional modules designs for brain signal recognition tasks.

brainhack_warsaw_2023_eeg_and_fnirs

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

dreamdiffusion

Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”

eeg-datasets

A list of all public EEG-datasets

eeg-decoding-cognition

关于一篇经典的---认知任务量的深度学习解码方法

eeg-emotion-recognition

EEG-Based Emotion Recognition

eeg-transformer

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.

eeg_emotion_recognition_with_gin

EEG emotion recognition with graph isomorphism network (GIN)

emotion-classifcation-eeg-seed-ensemble

Using Deep Learning for Emotion Classification on EEG signals (SEED Dataset). CNN, RNN, Hybrid model, and Ensemble

er-4d-crnn

使用4D切片方式，利用深度学习从时、频、空间域进行EEG情绪识别解码

fnirs-dataset

Public fNIRS dataset

how_attentive_are_gats

Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)

multi-class-emotion-classification-using-eeg-signals

multi-task-eeg-fnirs-alzheimer-classification

stablediffusionreconstruction

Takagi and Nishimoto, CVPR 2023

test

测试的仓库