- name
- neuralink-decoder
- description
- Simulates and decodes neural spike activity into cursor movement (BCI).
- author
- tempguest
- version
- 0.1.0
- license
- MIT
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.