·eeg preprocessing pipeline guide
</>

eeg preprocessing pipeline guide

指导 EEG 预处理:过滤、伪影剔除 (ICA/ASR)、重新参考、插值

11安装·2热度·@haoxuanlithuai

安装

$npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill eeg preprocessing pipeline guide

如何安装 eeg preprocessing pipeline guide

通过命令行快速安装 eeg preprocessing pipeline guide AI 技能到你的开发环境

  1. 打开终端: 打开你的终端或命令行工具(如 Terminal、iTerm、Windows Terminal 等)
  2. 运行安装命令: 复制并运行以下命令:npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill eeg preprocessing pipeline guide
  3. 验证安装: 安装完成后,技能将自动配置到你的 AI 编程环境中,可以在 Claude Code、Cursor 或 OpenClaw 中使用

来源:haoxuanlithuai/awesome_cognitive_and_neuroscience_skills。

SKILL.md

查看原文

EEG preprocessing transforms raw electrophysiological recordings into clean data suitable for analysis. Unlike generic signal processing, every preprocessing decision in EEG involves domain-specific trade-offs: filtering at the wrong cutoff distorts ERP component morphology, choosing the wrong reference scheme biases topographic maps, and automated artifact rejection with incorrect parameters either leaves artifac...

A competent programmer without EEG training would not know that a 1 Hz high-pass filter is needed before ICA but distorts slow ERP components, that average reference requires a minimum of 64 channels, or that the order of preprocessing steps matters critically. This skill encodes the domain judgment required to build a correct EEG preprocessing pipeline.

This skill was generated by AI from academic literature. All parameters, thresholds, and citations require independent verification before use in research. If you find errors, please open an issue.

可引用信息

为搜索与 AI 引用准备的稳定字段与命令。

安装命令
npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill eeg preprocessing pipeline guide
分类
</>开发工具
认证
收录时间
2026-03-10
更新时间
2026-03-10

Browse more skills from haoxuanlithuai/awesome_cognitive_and_neuroscience_skills

快速解答

什么是 eeg preprocessing pipeline guide?

指导 EEG 预处理:过滤、伪影剔除 (ICA/ASR)、重新参考、插值 来源:haoxuanlithuai/awesome_cognitive_and_neuroscience_skills。

如何安装 eeg preprocessing pipeline guide?

打开你的终端或命令行工具(如 Terminal、iTerm、Windows Terminal 等) 复制并运行以下命令:npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill eeg preprocessing pipeline guide 安装完成后,技能将自动配置到你的 AI 编程环境中,可以在 Claude Code、Cursor 或 OpenClaw 中使用

这个 Skill 的源码在哪?

https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills