What is neural population analysis guide?
Guides dimensionality reduction and latent-variable analysis of neural populations (PCA, GPFA, dPCA) Source: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills.
·neural population analysis guide
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neural population analysis guide
✓haoxuanlithuai/awesome_cognitive_and_neuroscience_skillsGitHub: haoxuanlithuai/awesome_cognitive_and_neuroscience_skillsSource: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills
Guides dimensionality reduction and latent-variable analysis of neural populations (PCA, GPFA, dPCA)
How to Install neural population analysis guide
Quickly install neural population analysis guide AI skill to your development environment via command line
- Open Terminal: Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.)
- Run Installation Command: Copy and run this command: npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill neural population analysis guide
- Verify Installation: Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Source: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills.
SKILL.md
View rawThis skill encodes expert methodological knowledge for dimensionality reduction and latent-variable analysis of neural population recordings. A competent programmer without computational neuroscience training will get this wrong because:
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.
Single-neuron analysis characterizes individual tuning curves and response properties. Population analysis characterizes the collective, low-dimensional structure of neural activity. Use population analysis when (Cunningham & Yu, 2014):
Guides dimensionality reduction and latent-variable analysis of neural populations (PCA, GPFA, dPCA) Source: haoxuanlithuai/awesome_cognitive_and_neuroscience_skills.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill neural population analysis guide- Category
- {}Data Analysis
- Verified
- ✓
- First Seen
- 2026-03-10
- Updated
- 2026-03-10
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Quick answers
How do I install neural population analysis guide?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills --skill neural population analysis guide Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
Where is the source repository?
https://github.com/haoxuanlithuai/awesome_cognitive_and_neuroscience_skills
Details
- Category
- {}Data Analysis
- Source
- skills.sh
- First Seen
- 2026-03-10