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analyzing_neural_time_series

python implementations of Analyzing Neural Time Series Textbook

awesome-bci

Curated Collection of BCI resources

awesome-explainable-ai

A collection of research materials on explainable AI/ML

awesome-public-datasets

A topic-centric list of HQ open datasets.

bluegrassworkingmemory

A setup to evaluate working memory using EEG signals

brain_lab

braindecode

A deep learning toolbox to decode raw time-domain EEG.

centplatform

Computer Enabled Nueroplasticity Treatment platform for neurofeedback with four or eight electrode Enobio devices

closedloop

Framework for building a closed loop neurofeedback system.

course-content

Summer course content for Neuromatch Academy

dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

deepeeg

deepschool.io

Deep Learning tutorials in jupyter notebooks.

ecg-synthesis-and-classification

1D GAN for ECG Synthesis and 3 models: CNN, LSTM, and Attention mechanism for ECG Classification.

ecg_gan_mbd

This repository is for the paper "Synthesis of Realistic ECG using Generative Adversarial Networks".

eeg-notebooks

A collection of classic EEG experiments implemented with Python and Jupyter notebooks

eeg-vr

Auxiliary scripts for the EEG-VR setup

eeglab_pipeline

personal scripts of eeg analysis based on eeglab

emotiv-headset-lsl

Emotiv Headset Control Software using Lab Streaming Layer

entstream

Stream raw entropy

esp-wifi-haptic-motor

Wireless Haptic Feedback Device

esys-pbi

Experimental system synchronizing OpenBCI EEG and EKG, pupillabs and theeyetribe eyetrackers, with stimulus from PsychoPy through LSL.

fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

fiftyone

The open-source tool for building high-quality datasets and computer vision models

fundamentalfrequencies

Artistic project using Python, OSC and EEGs

handwritingbci

Code from the paper "High-Performance Brain-to-Text Communication via Handwriting"

icumortality-antidepressants

The influence of specific types of antidepressants on ICU mortality

icumortalityprediction

jupyter_ml_docker

labstreaminglayer

LabStreamingLayer super repository comprising submodules for LSL and associated apps.