Giter Club home page Giter Club logo

eccaforssvep's Introduction

eCCAforSSVEP

Extended Canonical Correlation Analysis, eCCA JUVS3R.png

Intro

  • 数据采用benchmark dataset受试者1滤波(6~90Hz)后的数据;
  • 数据长度为1.5s,采样率250Hz;
  • 标准的eCCA流程;
  • 存在一个问题,实验测试后发现采用前四项相关系数融合的效果好于五项。

References

  • Wang Y, Chen X, Gao X, Gao S (2017) A benchmark dataset for SSVEP-based brain-computer interfaces. IEEE Transactions on Neural Systems and Rehabilitation Engineering 25:1746-1752.
  • Chen X, Wang Y, Nakanishi M, Gao X, Jung TP, Gao S (2015) High-speed spelling with a noninvasive brain-computer interface. PNAS 112:E6058-6067.
  • Wong CM, Wan F, Wang B, Wang Z, Nan W, Lao KF, Mak PU, Vai MI, Rosa A (2020) Learning across multi-stimulus enhances target recognition methods in SSVEP-based BCIs. Journal of neural engineering 17:016026.
  • Xu M, Han J, Wang Y, Jung TP, Ming D (2020) Implementing over 100 command codes for a high-speed hybrid brain-computer interface using concurrent P300 and SSVEP features. IEEE Transactions on Biomedical Engineering.
  • Mehdizavareh MH, Hemati S, Soltanian-Zadeh H (2020) Enhancing performance of subject-specific models via subject-independent information for SSVEP-based BCIs. PloS one 15:e0226048.

eccaforssvep's People

Contributors

hisunjiang avatar

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.