神经科学优质资源(库、软件及相关内容)精选清单
Braindecode:用于解码 EEG、ECG、MEG 信号的深度学习软件
用于 MEG、EEG 与 iEEG 分析的 MATLAB 工具箱(FieldTrip)
(主要为人类)电生理领域公开可用数据集清单
Brainstorm:MEG、EEG、fNIRS、ECoG、sEEG 及电生理分析软件
TAPAS - Translational Algorithms for Psychiatry-Advancing Science
🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python
[ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii. Resolving brain activity for biological plausibility.
A Python Toolbox for Multimode Neural Data Representation Analysis - A Representational Analysis Toolbox for Neuroscience, including Representational Similarity Analysis (RSA), & Inter-Subject Correla
PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data
MNE-BIDS is a Python package that allows you to read and write BIDS-compatible datasets with the help of MNE-Python.
MNE-CPP: The C++ framework for real-time functional brain imaging.
A list of openly available software tools for (mostly human) electrophysiology.
A list of tutorials and other resources useful to learn open science and neuroimaging, EEG and MEG