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TianSen's Projects

arl-eegmodels icon 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

bct icon bct

An unofficial github repository for the Brain Connectivity Toolbox

blink icon blink

Codes and Dataset for the paper titled, "Blink: A Fully Automated Unsupervised Algorithm for Eye Blink Detection in EEG Signals"

deep-bci icon deep-bci

An open software package to develop BCI based brain and cognitive computing technology for recognizing user's intention using deep learning

deeplearning.ai icon deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

deeplearningpython35 icon deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

django-mdeditor icon django-mdeditor

Django-mdeditor is Markdown Editor plugin application for django base on Editor.md.

driver-sleep-detection-face-eyes-mouth-detection icon driver-sleep-detection-face-eyes-mouth-detection

As part of my thesis project, I designed a monitoring system in Matlab which processes the video input to indicate the current driving aptitude of the driver and warning alarm is raised based on eye blink and mouth yawning rate if driver is fatigue. It is implemented using Viola-Jones and Sobel techniques for facial features detection.

dsp.js icon dsp.js

Digital Signal Processing for Javascript

eeglab icon eeglab

EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD

esl-cn icon esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

eye-blink-detection icon eye-blink-detection

A dataset containing 100 images of open, partially closed and closed eyes and a SVM model trained and used for eye blink detection in a video.

fadapt icon fadapt

Adaptive filter algorithms package for Matlab

fclab icon fclab

Functional Connectivity Lab

fieldtrip icon fieldtrip

The MATLAB toolbox for MEG, EEG and iEEG analysis

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