neural-code-dynamics-analysis
CommunityAnalyze neural code dynamics across biology
Authorhiyenwong
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Neural code dynamics analysis provides a framework to study how biological and artificial neural systems encode information, enabling researchers to diagnose and quantify dynamical regimes, criticality, and the evolution of neural representations.
Core Features & Use Cases
- Integrates computational neuroscience, machine learning, and theory to analyze neural codes across domains.
- Quantifies spectral radius, distance to criticality, representation manifolds, and representational drift over time.
- Applicable to neuroscience experiments, brain-inspired AI development, and educational demonstrations.
Quick Start
Provide a sample dataset of neural activities and run the analysis to obtain spectral radius, criticality distance, and drift metrics.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: neural-code-dynamics-analysis Download link: https://github.com/hiyenwong/ai_collection/archive/main.zip#neural-code-dynamics-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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