Git Product home page Git Product logo

Wonjun Ko, Ph.D.

Data has its own characteristic.

I received the Ph.D. degree in Department of Brain and Cognitive Engineering, Korea University, Seoul, Republic of Korea and the B.S. degree in Department of Physics, Sogang University, Seoul, Republic of Korea. I am studying and developing biomedical data-oriented deep representation learning frameworks (biosignal processing, neuroimaging analysis, and biomedical data mining) and algorithms (supervised, self-supervised, semi-supervised, unsupervised, and reinforcement learning) for various modalities (image, signal, graph, and tabular formats).

Thesis

Dissertation

Contacts

Gmail Website Google Scholar LinkedIn

Skills & Tools

Python C

TensorFlow NumPy SciPy scikit-learn Pandas

Jupyter Notebook PyCharm

Notion Raspberry Pi Arduino Microsoft Office Markdown

Wonjun Ko's Projects

dipnet icon dipnet

Repo for Dual Information Pathways Network (DIPNet) which developed to represent unarticulated speech EEG

engine icon engine

A deep learning framework for imaging genetics

eossl_caa icon eossl_caa

Self-supervised spatio-spectro-temporal represenation learning for EEG analysis

msnn icon msnn

Code for "Multi-Scale Neural Network for EEG Representation Learning in BCI"

rl_bci icon rl_bci

A Novel RL-assisted Deep Learninng Framework for Task-informative Signals Selection and Classification for Spontaneous BCIs

rl_gcnpool icon rl_gcnpool

RL-assisted task-related ROI selection of rs-fMRI data

rstnn icon rstnn

Code for "Deep recurrent spatio-temporal neural network for motor imagery based BCI", link: https://ieeexplore.ieee.org/document/8311535

vignet icon vignet

A source code for "VIGNet: A deep convolutional neural network for EEG-based driver vigilance estiamtion"

wko1014.github.io icon wko1014.github.io

:page_facing_up::briefcase::tophat: A simple Jekyll + GitHub Pages powered resume template.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.