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Skills neuralink-decoder

Simulates and decodes neural spike activity into cursor movement (BCI).

install
source · Clone the upstream repo
git clone https://github.com/openclaw/skills
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/aadipapp/neuralink-decoder" ~/.claude/skills/clawdbot-skills-neuralink-decoder && rm -rf "$T"
manifest: skills/aadipapp/neuralink-decoder/SKILL.md
source content

Neuralink Decoder Skill

This skill simulates a Brain-Computer Interface (BCI). It generates synthetic neural spiking data based on cosine tuning (motor cortex model) and uses a linear decoder to reconstruct cursor velocity.

Features

  • Neural Simulator: Generates realistic spike trains for 64 neurons.
  • Decoder: Maps spike rates to 2D velocity ($v_x, v_y$).
  • Visualization: Prints the decoded trajectory.

Commands

  • decode
    : Run the simulation and decoding loop.