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Name: Weiming Li
Type: User
Bio: BEng in Hydrology and Water Resources & MSc in Psychology. Always looking for PhD opportunity in the interdisciplinary area between AI and neuroscience...
Twitter: weiming_1122
Name: Weiming Li
Type: User
Bio: BEng in Hydrology and Water Resources & MSc in Psychology. Always looking for PhD opportunity in the interdisciplinary area between AI and neuroscience...
Twitter: weiming_1122
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 Spindle Detector described by Lacourse et al. 2018
Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas
A set of tools to analyze and interpret auditory steady-state responses, particularly the subcortical kind commonly known as frequency-following responses (FFRs).
AntroPy: entropy and complexity of (EEG) time-series in Python
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
Application of Multiclassification and Clustering on articles
Attention-based Induction Networks for Few-Shot Text Classification
This is a project to help collect the EEG data of each subject
Keras Layer implementation of Attention for Sequential models
[IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
Audio/music feature extraction using Librosa in Python
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.
Automatic alignment (Audio/Score-Audio) for precise performance analysis of symphonic recordings
An index of online courses with recorded videos for learning various topics, including machine learning, algorithms, mathematics, etc.
The BASIL BCI project: SSVEP on-line classification
BCI Demo
BCI-4-ALS python scripts
Code and documentation for the winning solution to the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge
Materials for the Intro to BCI course
Material for the BCI Workshop held at District 3 in May 2015 by BCI Montréal.
Brain Control Interface based smart wheelchair. Actions include start, turn left, right, stop with your brain and eye blinks
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.