近期,Cutting EEG 2021 落下帷幕,在会议期间共举行了12场工作坊或数据分析教程教学(TUTORIALS INSTRUCTIONS),现对其中部分公开共享的相关资源进行汇总分享,以飨各位。期待我们都能在学习技术的路上一起进步,绝不放弃自己。
1 Analyzing combined eye-tracking/EEG data
主讲人:Olaf Dimigen
实验室网址:
http://olaf.dimigen.de/

软件准备:
1.EYE-EEG extension for EEGLAB::http ://www.eyetracking-eeg.org
2.unfold toolbox:http://www.unfoldtoolbox.org
3. Matlab ≥ 2016a
资源链接:https://www.eyetracking-eeg.org/cuttingeeg5/
数据集下载:https://www.eyetracking-eeg.org/cuttingeeg5/coreg.zip
PPT下载:http://www.eyetracking-eeg.org/cuttingeeg5/workshop_Dimigen_slides_cuttingeeg5.pdf
推荐阅读文献:
[1] Dimigen, O. (2020). Optimizing the ICA-based removal of ocular EEG artifacts during from free viewing experiments. NeuroImage. https://doi.org/10.1016/j.neuroimage.2019.116117
[2] Dimigen, O., & Ehinger, B. V. (2021). Regression-based analysis of combined EEG and eye-tracking data: Theory and applications. Journal of Vision. https://doi.org/10.1167/jov.21.1.3
2 Using computational models to understand the EEG signal underlying a cognitive task (Drift diffusion models)
主讲人:
Marieke Van Vugt

实验室主页:https://mkvanvugt.wordpress.com/
软件准备:
1.Matlab
2.Fieldtrip:https://github.com/fieldtrip/fieldtrip/releases
数据和代码下载(合集):https://www.dropbox.com/s/rfcgy4dseb0kfnk/AssignmentCuttingEEG.pdf
DDM代码下载:
https://colab.research.google.com/drive/1SfTRruuvl3fFu8ZfIsYx-1eUqmOsoBfQ?usp=sharing

数据下载:https://www.dropbox.com/s/evkui6lpwbkzfm5/posticaCleanData.mat
https://www.dropbox.com/s/kvyd9rrznu3yxsl/allSubj.csv
PPT下载:https://www.dropbox.com/s/yp5onr7e0kjpn3s/courseCuttingEEG.pdf

3 Brain-Computer Interface (BCI) using OpenViBE, an open-source software platform for Brain-Computer Interfaces

主讲人:
Arthur Desbois & Marie-Constance Corsi

实验室主页:http ://openvibe.inria.fr/
软件准备:
OpenViBE http://openvibe.inria.fr/downloads/
【注:不支持Mac OS 系统】
数据和代码下载(合集):
Linux最新源代码:http://openvibe.inria.fr/downloads/
http://openvibe.inria.fr/pub/src/openvibe-3.1.0-src.tar.xz
Linux安装说明:
http://openvibe.inria.fr/build-instructions/

公共资源(含PPT等)下载:https://github.com/BCI-NET/BCI-OpenViBE-CuttingEEG2021
Temporal Responses Functions
主讲人:Edmund Lalor, Michael Crosse
软件准备:
1.CNSP utils
2.EEGLAB
3.mTRF-Toolbox (v2)
公共资源(含代码、工具包、数据等)下载:https://cnsp-workshop.github.io/website/resources.html

CNSP2021工作坊视频:https://www.cnspworkshop.net/videos.html

为了方便读者访问,我进行了搬运,访问链接为:https://www.bilibili.com/video/BV1744y1x7tA。

5 EEGLAB and LIMO: Hierarchical General Linear Modelling and Robust Statistics for EEG

主讲人:
Cyril Pernet

实验室主页:https://cpernet.github.io/
软件准备:
1.Matlab
2.EEGLAB
3.FieldTrip lite
4.LIMO tools:https://github.com/LIMO-EEG-Toolbox/limo_tools
公共资源(含代码、工具包、数据等)下载:https://drive.google.com/drive/folders/163hfgILJqM2t_rAkUz-SGBlZY6RXxadj
备用链接:https://zenodo.org/record/5528500

NeuroPycon & Ephypype

主讲人:Annalisa Pascarella, David Meunier
公共资源(含代码、工具包、数据等)下载:https://zenodo.org/record/5534855#.YVNxUluxVj4
Simulating Event-related EEG Activity using SEREEGA
主讲人:
Laurens Krol

实验室主页:https://cpernet.github.io/
软件准备:
1.Matlab
2.EEGLAB
3.SEREEGA :https://github.com/lrkrol/SEREEGA
公共资源(含代码、工具包、数据等)下载:https://www.parralab.org/nyhead/
8 Brainstorm: New tools for SEEG, anatomical parcellations and FEM modeling
主讲人:François Tadel
软件准备和安装说明:
1.Matlab
2.Brainstorm:https://neuroimage.usc.edu/brainstorm/
安装教程:https://neuroimage.usc.edu/brainstorm/WorkshopAix2021
公共资源(含代码、工具包、数据等)下载:https ://zenodo.org/record/5504178

9 Time-Frequency analyses with Fieldtrip

主讲人:Robert Oostenveld & Jan-Mathijs Schoffelen
软件准备和安装说明:https://www.fieldtriptoolbox.org/workshop/cuttingeeg2021/
公共资源(含代码、工具包、数据等)下载:https://zenodo.org/record/5531370
10  BIDS datasets with MNE-Python and MNE-BIDS: conversion and analysis 
主讲人:Alexandre Gramfort
软件准备和安装说明:
1.Python
2.MNE:https://mne.tools/stable/index.html
3.MNE-BIDS:https://mne.tools/mne-bids/stable/index.html
公共资源(含代码、工具包、数据等)下载:https://github.com/agramfort/MNE_BIDS_cuttingeeg_2021

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