Basic SNN propogating spikes between LIF neurons
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Aug 28, 2018 - Jupyter Notebook
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leaky-integrate-and-fire-neuron
Here are 20 public repositories matching this topic...
Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model etc...
computational-neuroscience matplotlib izhikevich-neurons neuron-model leaky-integrate-and-fire-neuron
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Jan 15, 2019 - Python
Leaky Integrate and Fire (LIF) model implementation for FPGA
computational-neuroscience verilog spiking-neural-networks verilog-hdl snn neuromorphic-computing leaky-integrate-and-fire-neuron lif-neuron spiking-neural-network leaky-integrate-and-fire-model lif-model
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Oct 28, 2023 - Verilog
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
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Aug 5, 2020 - Python
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
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Sep 29, 2022 - Jupyter Notebook
Simulation of cat V1 simple cell and receptive field.
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Aug 2, 2021 - Python
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
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Nov 17, 2018 - Jupyter Notebook
Neuromorphic event-driven simulator in C and MPI (successor of NeMo /~https://github.com/markplagge/NeMo)
mpi neurons spiking-neural-networks ross snn neuromorphic-computing lif leaky-integrate-and-fire-neuron event-driven-simulation pdes
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Mar 3, 2024 - C
Neuroscience simulator project
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Jan 2, 2022 - JavaScript
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Oct 5, 2021 - Jupyter Notebook
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Dec 22, 2023
Leaky Integrate and fire model Example
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Sep 19, 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
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Feb 15, 2025 - Python
Python Leaky Integrate and Fire Tester -- A bad LIF implementation for learning purposes
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Dec 28, 2023 - Python
Implementation of leaky integrate-and-fire model.
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Aug 12, 2020 - Java
SAiDL Summer of Code Project
machine-learning computational-neuroscience spiking-neural-networks snn lif leaky-integrate-and-fire-neuron leaky-integrate-and-fire-model
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Jun 19, 2023 - Python
This repository contains classes to simulate single and networks of Leaky-Integrate-and-Fire (LIF) neurons.
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Mar 30, 2024 - Python
Project done as part of the course Intro to Neural and Cognitive Modelling at IIIT-H
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Jun 2, 2020 - Jupyter Notebook
Recurrent network of leaky integrate-and-fire neurons
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Jan 19, 2021 - Jupyter Notebook
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.
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Feb 26, 2025 - Python
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