https://github.com/xunafay/silicon

A Bevy Spiking Neural Network simulator
https://github.com/xunafay/silicon

bevy rust spiking-neural-networks

Last synced: 16 days ago
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A Bevy Spiking Neural Network simulator

• Host: GitHub
• URL: https://github.com/xunafay/silicon
• Owner: xunafay
• Created: 2024-06-16T12:06:03.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-10-17T20:03:44.000Z (2 months ago)
• Last Synced: 2024-10-28T08:28:40.900Z (about 2 months ago)
• Topics: bevy, rust, spiking-neural-networks
• Language: Rust
• Homepage:
• Size: 1.28 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Silicon

## Description

Silicon is a spiking neural network simulator written in Rust using the Bevy engine. It features a custom mathematical equation parser, a visualizer, and time control. Note that this is mostly a toy project and there are many features still missing.

This is primarily a learning project for me to learn more about spiking neural networks and the Bevy engine. I am not an expert in biology or game development, so please take everything with a grain of salt. Ideas, suggestions and contributions are welcome!

![](./docs/image.png)

## Features

- Custom mathematical equation parser

- Visualizer

- Time control

### What I'd like to add

- Better visualizations and graphs

- More control over the network during runtime

- Simulated inputs/outputs

  - Game world for the network to interact with

- More complete documentation

- Better project structure

## Installation

To run the project, execute the following command in the root directory:

```sh

cargo run

```

## Usage

Usage examples will be provided once the project reaches a more complete state.

### License

This project is licensed under the GPLv3 License.