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Python (deep learning and machine learning) for EEG signal processing on the example of recognizing the disease of alcoholism
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
Collaborative book for CS249r: Tiny Machine Learning
Data for the HarvardX courses: PH525x
Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
python scripts for analyzing eeg data and behavior
A dynamic connectome mapping module in python.
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
A library with tools for EEG analysis
Emotion recognition is the process of identifying human emotion, most typically from facial expressions. Build using OpenCv and neural network giving live video feed emotions
This program aims to accurately predict the emotional states of a subject while watching various movie scenes, using their EEG readings and a recurrent neural network
https://www.sciencedirect.com/science/article/pii/S1053811920309502
Extracting power bands (theta, delta, alpha, beta bands) from the EEG signal using MNE and YASA Python
Framework for Information Theoretical analysis of Electrophysiological data and Statistics
Enhancing reproducibility in developmental EEG research by using BIDS, cluster-based permutation tests, and reporting effect sizes
Formatted datasets for Machine Learning With R by Brett Lantz
Source code of "Machine learning evaluates changes in functional connectivity under a prolonged cognitive load"
A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plus a 'baseline' class) using a data augmentation algorithm and a limited number of EEG channels. Paper: https://doi.org/10.1088/1741-2552/ac4430
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Process Near-Infrared Spectroscopy Data in MNE
Eye Tracking and Gaze Estimation in Python
Python implementations for the "Complete neural signal processing and analysis: Zero to hero" course
Reinforcement Learning completely written from PyTorch to C# Unity Asset
SNIRF Format Specification
Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python
VIP cheatsheets for Stanford's CS 230 Deep Learning
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.