Topic: "leaky-integrate-and-fire-neuron"
markstrefford/Spiking-Neural-Network
Basic SNN propogating spikes between LIF neurons
Language: Jupyter Notebook - Size: 3.19 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 76 - Forks: 33
Devrim-Celik/interactive_neuron_model_simulator
Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model etc...
Language: Python - Size: 7.9 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 60 - Forks: 20
metr0jw/Spiking-Neural-Network-on-FPGA
Leaky Integrate and Fire (LIF) model implementation for FPGA
Language: Verilog - Size: 69.3 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 4
Jumaruba/SNN
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.
Language: Python - Size: 653 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 22 - Forks: 4
Abtinmy/computational-neuroscience
Implementation of some of the basic neural models and simulation of interactions between neurons in a population and learning process from scratch in Python.
Language: Jupyter Notebook - Size: 3.36 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1
helq/doryta
Neuromorphic event-driven simulator in C and MPI (successor of NeMo https://github.com/markplagge/NeMo)
Language: C - Size: 633 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1
milomg/trisynaptic
Neuroscience simulator project
Language: JavaScript - Size: 215 KB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0
lfryemason/ArtificialNeuronModels
A collection of artificial neuron models. Written in Julia using Jupyter Notebooks
Language: Jupyter Notebook - Size: 32.2 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 2
NullPointerExcy/NeuroEmoDynamics
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.
Language: Python - Size: 251 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 0
NullPointerExcy/Extended_LIF_Neurons
This repository presents an advanced LIF neuron model with dynamic spike probability, adaptive thresholds, synaptic plasticity, and neuromodulation for more biologically realistic behavior. Key features include membrane potential tracking, stochastic and deterministic spike generation, adaptive excitability, and PyTorch integration.
Language: Python - Size: 2.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
hydrol0x/pyLIFT
Python Leaky Integrate and Fire Tester -- A bad LIF implementation for learning purposes
Language: Python - Size: 4.88 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
ghadj/Cat-V1-Simple-Cell
Simulation of cat V1 simple cell and receptive field.
Language: Python - Size: 664 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
is0383kk/LIF
Leaky Integrate and fire model Example
Language: Python - Size: 268 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
RomanKoshkin/LIF
Recurrent network of leaky integrate-and-fire neurons
Language: Jupyter Notebook - Size: 10 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
ghadj/Just-A-LIF
Implementation of leaky integrate-and-fire model.
Language: Java - Size: 3.84 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
AdityaYadavalli1/Quadratic-LIF
Project done as part of the course Intro to Neural and Cognitive Modelling at IIIT-H
Language: Jupyter Notebook - Size: 1.28 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 1
DevChuriwala/SpikingNeuralNetwork
SAiDL Summer of Code Project
Language: Python - Size: 220 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
