spike-image-decoder
CommunityDecode neural spikes into vivid visual scenes.
Education & Research#deep learning#neuroscience#neural decoding#spike data#visual reconstruction#brain-machine interface#video decoding
Authorhiyenwong
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Reconstruct visual scenes from neural spike data using a deep learning decoder, enabling researchers to translate neural activity into interpretable visuals.
Core Features & Use Cases
- End-to-end Spike-Image Decoder (SID) that maps retinal spike sequences to static images or dynamic video.
- Real-time capable pipeline suitable for neuroscience experiments, brain-machine interfaces, and neuroprosthetic design.
- Flexible input handling for varying spike data lengths and neuron counts.
Quick Start
Provide a spike sequence and let SID reconstruct the corresponding visual scene.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: spike-image-decoder Download link: https://github.com/hiyenwong/ai_collection/archive/main.zip#spike-image-decoder Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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