neuralink-decoder

TotalClaw 作者 tempguest v0.1.0

模拟神经尖峰活动并将其解码为光标移动 (BCI)。

安装 / 下载方式

TotalClaw CLI推荐

totalclaw skills install shop:totalclaw:totalclaw~aadipapp-neuralink-decoder

cURL直接下载，无需登录

curl -fsSL https://skills.taituai.com/api/skills/totalclaw%3Atotalclaw~aadipapp-neuralink-decoder/file -o aadipapp-neuralink-decoder.md

## 概述（中文）

模拟神经尖峰活动并将其解码为光标移动 (BCI)。

## 原文

# 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.