jetW

Pinned Repositories

AGSOL-BCI
Ashton Graybiel Spatial Orientation Laboratory - The Brain Computer Interface Project
Language:Python1 1 00
BCI-Virtual-Keyboard
A brain computer interface controlled virtual keyboard project.
Language:Python1 1 00
bcicomp
some algorithms applied to bci comp IV
Language:MATLAB1 1 00
Brain-Computer-Interface
This project introduces a way to establish direct communication pathway between brain and computers. With labeled data, I implement a SVM classifier to classify the brain signals into two clusters when decoding the movement direction, left or right. The most work of this project is to implement a SVM classifier. First, this classification problem is converted into an unconstrained non-linear optimization problem. Interior point method is utilized to solve the logarithmic barrier. Inside the IPM algorithm, I use Newton method to solve the optimization problem in every loop. The stopping criterion of Newton method is by line search. Through this process, the optimal solution is rely on the value of  . Therefore, two fold cross validation is built inside the program to determine the optimal  .
Language:MATLAB1 1 00
Brain-Computer-Interface-1
Codes for Signal Processing of EEG raw data
Language:MATLAB1 1 00
Brain-Computer-Interface-BCI-based-Phone-Dialing
Language:MATLAB1 1 00
BrainComputerInterfaces
Variety of applications for BCI research
Language:Python1 1 00
eeg-lab
Lab task to analyze EEG data obtained from Emotiv EPOC. Skoltech ISP 2015, Brain-Computer Interface
Language:Jupyter Notebook1 1 00
EmotivToolbox
MATLAB convenience class for Emotiv EPOC Neuroheadset
Language:M1 1 00
FEAST
A FEAture Selection Toolbox for C/C++ & Matlab/Octave.
Language:C1 1 00

jetW's Repositories

jetW/Brain-Computer-Interface
This project introduces a way to establish direct communication pathway between brain and computers. With labeled data, I implement a SVM classifier to classify the brain signals into two clusters when decoding the movement direction, left or right. The most work of this project is to implement a SVM classifier. First, this classification problem is converted into an unconstrained non-linear optimization problem. Interior point method is utilized to solve the logarithmic barrier. Inside the IPM algorithm, I use Newton method to solve the optimization problem in every loop. The stopping criterion of Newton method is by line search. Through this process, the optimal solution is rely on the value of  . Therefore, two fold cross validation is built inside the program to determine the optimal  .
Language:MATLAB1 1 00
jetW/interpy-zh
《Python进阶》（Intermediate Python 中文版）
Language:Python1
jetW/mibbci
Motor Imagery Based Brain Computer Interface
Language:Python12
jetW/500lines
500 Lines or Less
Language:TeX
jetW/AlphaGo
A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.
Language:JavaScript
jetW/Analyzing_Neural_Time_Series
python implementations of Analyzing Neural Time Series Textbook
Language:Jupyter Notebook
jetW/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
jetW/bottle
bottle.py is a fast and simple micro-framework for python web-applications.
Language:Python
jetW/C-PAC
Configurable Pipeline for the Analysis of Connectomes
jetW/chinese_ocr
CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras
Language:Python
jetW/CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing.
Language:Python2 0
jetW/CTCWordBeamSearch
Connectionist Temporal Classification (CTC) decoder with dictionary and language model for TensorFlow.
Language:C++
jetW/DeepSpeech
A TensorFlow implementation of Baidu's DeepSpeech architecture
Language:C++
jetW/echoPred
single-neuron multi-layer predictive coding network.
jetW/EEGAnalysisProjects
Software and plugins for EEG Analysis software. Developed during master degree in EEG signal processing.
jetW/fieldtrip
The MATLAB toolbox for MEG and EEG analysis
Language:Matlab
jetW/freesurfer
The official FreeSurfer repository maintained by LCN
Language:C
jetW/hfo
2 0
jetW/HFO-detect-python
Python library for automated HFO detection
jetW/howdoi
howdoi - instant coding answers via the command line
Language:Python
jetW/MVGC
A simple Multivariate Granger Causality (MVGC) python tool rewritten from part of Matlab MVGC toolbox
jetW/nxviz
Visualization Package for NetworkX
Language:Python
jetW/pycog
Train excitatory-inhibitory recurrent neural networks for cognitive tasks.
jetW/PythonSpiderNotes
Python入门网络爬虫之精华版
jetW/quickspikes
Fast spike detection and extraction for Python
Language:Python1 0
jetW/redis
Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, HyperLogLogs, Bitmaps.
Language:C2 0
jetW/spider
python 爬虫
Language:Python2 0
jetW/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
Language:Jupyter Notebook
jetW/tensorflow-speech-recognition
🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks
Language:Python
jetW/zhihu-python
获取知乎内容信息，包括问题，答案，用户，收藏夹信息
Language:Python2 0