NeuralEntropy

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

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.