Network Design

Design a network of E and I LIF neurons.

This repository contains the source code for designing a network of E and I Leaky-Integrate-and-Fire neurons that generates desired periodic dynamics.

Table of Contents

1. Introduction
2. Installation
3. Usage
4. File Structure
5. License

Introduction

This repository provides the implementation of the methods and algorithms to design a network. The main goal of this study is to design a network of pulse-coupled delayed E and I LIF neurons with desired periodic spiking.

Installation

Matlab 2018.

Usage

Run Network_analysis/networkAnalysis.m to create a network with predefined spiking times.

File Structure

├── Network_analysis/            # Design the network.
├── Get_weights/                 # Generate synaptic weights between the LIF neurons using quadprog of Matlab.  
├── Gen_delays/                  # Generate synaptic delays between the LIF neurons.
├── Conn_matrix/                 # Generate a matrix specifying if two neurons are connected.
├── Extract_pdf_from_the_paper/  # Generate spiking time of the E and I LIF neurons.
├── Sim_network/                 # Generate dynamics the network that we designed.  
├── README.md  
└── LICENSE

License

This project is licensed under the MIT License - see the LICENSE file for details.