leaky-integrate-and-fire-neuron

This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it has original content in terms of code.

python neuroscience python3 neurons spiking-neural-networks neuron synapse hodking-huxley stdp izhikevich-neurons leaky-integrate-and-fire-neuron synapses spiking-networks spiking izhikevich-model leaky-integrate-and-fire-model

UpdatedAug 5, 2020
Python

helq /doryta

Star5

Neuromorphic event-driven simulator in C and MPI (successor of NeMohttps://github.com/markplagge/NeMo)

mpi neurons spiking-neural-networks ross snn neuromorphic-computing lif leaky-integrate-and-fire-neuron event-driven-simulation pdes

UpdatedMar 3, 2024
C

Abtinmy /computational-neuroscience

Star5

Implementation of some of the basic neural models and simulation of interactions between neurons in a population and learning process from scratch in Python.

reinforcement-learning neuroscience computational-neuroscience spiking-neural-networks snn stdp leaky-integrate-and-fire-neuron neural-population-models

UpdatedSep 29, 2022
Jupyter Notebook

ghadj /Cat-V1-Simple-Cell

Star3

Simulation of cat V1 simple cell and receptive field.

simulation computational-neuroscience visual-cortex leaky-integrate-and-fire-neuron simple-cell

UpdatedAug 2, 2021
Python

milomg /trisynaptic

Sponsor

Star2

Neuroscience simulator project

neurons leaky-integrate-and-fire-neuron

UpdatedJan 2, 2022
JavaScript

lfryemason /ArtificialNeuronModels

Star2

A collection of artificial neuron models. Written in Julia using Jupyter Notebooks

jupyter-notebook julia-language ijulia leaky-integrate-and-fire-neuron winner-take-all artificial-neuron

UpdatedNov 17, 2018
Jupyter Notebook

mendaxfz /FYP

Star1

genetic-algorithm spiking-neural-networks neuromorphic-engineering leaky-integrate-and-fire-neuron

UpdatedOct 5, 2021
Jupyter Notebook

vlsi-nanocomputing /Leaky-Integrate-and-Fire-Neuron

Star1

neuron-simulations dmi spintronics leaky-integrate-and-fire-neuron lif-neuron domain-walls

UpdatedDec 22, 2023

ghadj /Just-A-LIF

Star1

Implementation of leaky integrate-and-fire model.

java brian2 neuron-model leaky-integrate-and-fire-neuron integrate-and-fire artificial-neuron

UpdatedAug 12, 2020
Java

AdityaYadavalli1 /Quadratic-LIF

Star1

Project done as part of the course Intro to Neural and Cognitive Modelling at IIIT-H

modeling computational-neuroscience brian2 neuron-model leaky-integrate-and-fire-neuron

UpdatedJun 2, 2020
Jupyter Notebook

is0383kk /LIF

Star1

Leaky Integrate and fire model Example

leaky-integrate-and-fire-neuron lif-neuron leaky-integrate-and-fire-model lif-model

UpdatedSep 19, 2024
Python

SamuelSuhai /LIF_model

Star1

This repository contains classes to simulate single and networks of Leaky-Integrate-and-Fire (LIF) neurons.

leaky-integrate-and-fire-neuron

UpdatedMar 30, 2024
Python

A repository implementing a biologically inspired spiking neural network for psychological profiling. This project uses my own "Extended LIF Neurons" by incorporating feedback and cross‐connections among key brain regions (e.g., prefrontal cortex, amygdala, hippocampus, thalamus, and striatum) and integrates text‐based emotion analysis.

simulator ai lstm leaky-integrate-and-fire-neuron cognitive-modeling spiking-neural-network neuromodulation