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1d_resnet_cbam_lstm

a-compact-and-interpretable-convolutional-neural-network-for-single-channel-eeg

In this project, we propose a CNN model to classify single-channel EEG for driver drowsiness detection. We use the Class Activation Map (CAM) method for visualization. Results show that the model not only has a high accuracy but also learns biologically explainable features, e.g., Alpha spindles and Theta burst, as evidence for the drowsy state.

a7_lacoursespindledetector

A7 Spindle Detector described by Lacourse et al. 2018

ai-toolbox

Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas

anlffr

A set of tools to analyze and interpret auditory steady-state responses, particularly the subcortical kind commonly known as frequency-following responses (FFRs).

ant_project

antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

apnea_project

arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

article_classification

Application of Multiclassification and Clustering on articles

att-induction

Attention-based Induction Networks for Few-Shot Text Classification

attention-based-deep-learning

attention-eeg

attention_collection_experiment

This is a project to help collect the EEG data of each subject

attention_keras

Keras Layer implementation of Attention for Sequential models

attnsleep

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

audio_feature_analysis

Audio/music feature extraction using Librosa in Python

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

auto-detection-ecgs

automatic_alignement

Automatic alignment (Audio/Score-Audio) for precise performance analysis of symphonic recordings

awesome-online-courses

An index of online courses with recorded videos for learning various topics, including machine learning, algorithms, mathematics, etc.

basil-ssvep-online

The BASIL BCI project: SSVEP on-line classification

bci

BCI Demo

bci-1

bci-2

bci-4-als

BCI-4-ALS python scripts

bci-challenge-ner-2015

Code and documentation for the winning solution to the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge

bci-course

Materials for the Intro to BCI course

bci-workshop

Material for the BCI Workshop held at District 3 in May 2015 by BCI Montréal.

bcibasedwheelchair

Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks