ZitongLu1996/Python_EEG_Decoding

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Created over 4 years ago
Updated over 4 years ago

ZitongLu1996/Python_EEG_Decoding

ZitongLu1996

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EEG decoding demo by different decoding methods based on EEG data

Python-EEG-Handbook-CN

Python脑电数据处理中文手册 - A Chinese handbook for EEG data analysis based on Python

Jupyter Notebook

NeuroRA

A Python Toolbox for Multimode Neural Data Representation Analysis - A Representational Analysis Toolbox for Neuroscience, including Neural Pattern Similarity (NPS), Representational Similarity Analysis (RSA), Spatiotemporal Pattern Similarity (STPS) & Inter-Subject Correlation (ISC)

Python-EEG-Handbook

A handbook for EEG data analysis based on Python

Jupyter Notebook

EEG2EEG

[CogSci 23'] Generate your neural signals from mine: individual-to-individual EEG converters

Jupyter Notebook

PyCTRSA

A Python Toolbox for Cross-Temporal Representational Similarity Analysis-based Decoding on EEG/MEG Data

Reviews_Reading_Group

Memory & Perception Reviews Reading Group (RRG)

zitonglu1996.github.io

Zitong Lu's Personal Homepage

OSU_PSYCH5621_Week15_Slides

PSYCH5621 - Week15 - Slides (Fall23, The Ohio State University)

ERP_Decoding_withChineseAnnotations

ERP decoding codes with detailed Chinese Annotations

PhD_Application

My application of U.S PhD programs

Python_IEM_tutorial_Chinese

Jupyter Notebook

EEG_Decoding_Demo_20210520

EEG_Decoding_Demo_20210520

FaceRepetitionSuppression_via_DCNN

Codes for "Facial representation comparisons between human brain and hierarchical deep convolutional neural network reveal a fatigue repetition suppression mechanism"

EEG_cross-temporal_decoding_demo

A demo script for EEG cross-temporal decoding

Brain_vs_DCNN_in_VSTM

Dynamic Representation between Deep Neural Network and Human Brain in Visual Short-Term Memory

ZitongLu1996

EEG_Decoding_Demo

Demo Code for EEG Decoding based on Python

pingouin_easy-to-use_CN

A quick start for using Pingouin to do stats analysis (in Chinese)

Jupyter Notebook

TransferLearning_Pytorch_withChineseAnnotation

Jupyter Notebook

CCBBI_Decoding_Workshop

Codes for CCBBI student workshop - Decode brain representations based on Python

Jupyter Notebook

Mahalanobis_Distance

Calculate the Mahalanobis Distance

t-SNE_demo

A demo script for t-SNE

Img2EEG

[CCN 24'] Probing Human Vision via an Image-to-EEG Encoding Model

NMA-DL-Proj-Gege

Jupyter Notebook

VWM_fMRI_RSA_demo1

RSA based on NeuroRA for a visual working memory fMRI study

nn_brain_withChineseAnnotation

Jupyter Notebook