neural-dynamics-universal-translator
CommunityCross-model neural dynamics at single-spike resolution.
Education & Research#neuron-models#neural-dynamics#model-translation#single-spike#cross-model-alignment#computational-neuroscience
Authorhiyenwong
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Translates neural dynamics across heterogeneous neuron models to enable direct cross-model comparisons at single-spike resolution.
Core Features & Use Cases
- Cross-model translation: map parameters between models (LIF, Izhikevich, HH) to align spike patterns.
- Model conversion & analysis: support comparative dynamical analyses and neuroscience research workflows.
- Use Case: researchers can translate LIF parameters into equivalent Izhikevich parameters for a given input current to study dynamical similarity.
Quick Start
Translate LIF parameters to equivalent Izhikevich parameters for a given input current.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: neural-dynamics-universal-translator Download link: https://github.com/hiyenwong/ai_collection/archive/main.zip#neural-dynamics-universal-translator Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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