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---
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.
