https://github.com/ges233/glowworm

Simple neural simulation model.
https://github.com/ges233/glowworm

proof-of-concept simulation snn spiking-neural-networks

Last synced: 10 months ago
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Simple neural simulation model.

• Host: GitHub
• URL: https://github.com/ges233/glowworm
• Owner: GES233
• Created: 2024-01-29T10:49:55.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-11-20T15:47:46.000Z (about 1 year ago)
• Last Synced: 2024-11-20T16:40:33.615Z (about 1 year ago)
• Topics: proof-of-concept, simulation, snn, spiking-neural-networks
• Language: Elixir
• Homepage:
• Size: 956 KB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# [WIP] Glowworm

Simple PoC of neural simulation model.

> **warning**

>

> This is just a model to verify feasibility and may be deprecated at any time.

[简体中文](/README.zh-Hans.md)

The original idea from [spikingnn](https://web.archive.org/web/20190715023747/http://www.spikingnn.net/English/index.html). This is an elixir implementation with asynchoronous format.

Recording of idea: [Interactive testbed for cortical modeling? - Elixir Framework Forums / Nx Forum - Elixir Programming Language Forum](https://elixirforum.com/t/interactive-testbed-for-cortical-modeling/61178/3)

Simulation of neuron references amiryt's [Erlang-project](https://github.com/amiryt/Erlang-project), and hierarchical architecture inspired by [ThousandIsland](https://github.com/mtrudel/thousand_island).

Architecture of application like following graph:

```mermaid

graph TD

  Application --> NeuronSupervisor

  NeuronSupervisor --1..n--> Neuron["Neuron GenServer"]

  Application --> PortScheduler("PortScheduler")

  PortScheduler --1..m--> Port("Port")

  Port <-.simulus or record.-> Neuron

  Neuron <-.communication.-> Neuron

  Neuron --> SomaRunner("SomaRunner :gen_statem") --> Container("Param and State Container: Agent")

  Neuron --> SynapseRunner("SynapseRunner :gen_statem") --> Container("Param and State Container: Agent")

  SynapseRunner -.current.-> SomaRunner

  Models -.require.-> SomaRunner

  Models -.require.-> SynapseRunner

```

## Installation

```elixir

def deps do

  [

    {:glowworm, git: "https://github.com/GES233/Glowworm.git"}

  ]

end

```