Tutorial 1: The Leaky Integrate-and-Fire (LIF) Neuron Model
In this tutorial, we will build up a leaky integrate-and-fire (LIF) neuron model and study its dynamics in response to various types of inputs. In particular, we are going to write a few lines …
The Leaky Integrate-and-Fire (LIF) neuron model
Python code to simulate the LIF neuron We now write a Python code to calculate the Eqn.(2) and simulate the LIF neuron dynamics. The cell below initializes a dictionary that stores parameters...
1. Leaky-integrate-and-fire model - Read the Docs
The leaky_integrate_and_fire.LIF implements a parameterizable LIF model. Call LIF.getting_started() and have a look at it’s source code to learn how to efficiently use the …
Tutorial 2 - The Leaky Integrate-and-Fire Neuron
Learn the fundamentals of the leaky integrate-and-fire (LIF) neuron model. Use snnTorch to implement a first order LIF neuron. Install the latest PyPi distribution of snnTorch:
Design of LIF and IF Neurons in Verilog HDL and Python
Explore the Python Code: Open a Python development environment (such as Jupyter Notebook, PyCharm, or VS Code). Run the Python scripts to simulate the behavior of LIF and IF neurons.
Tutorial: LIF Neuron Part I — Neuromatch Academy: Precourse
In this notebook, we’ll practice basic operations with Python variables, control flow, plotting, and take a sneak peek at np.array, the workhorse of scientific computation in Python. Each new …
m-abdollahi/complete-Python-LIF-Models - GitHub
Complete Leaky Integrate-and-Fire (LIF) Models and Also Exponential Leaky Integrate-and-Fire (ELIF) Models in Python Resources
Python Workshop - LIF Neuron - Part I - Google Colab
In this notebook, we'll practice basic operations with Python variables, control flow, plotting, and a sneak peek at np.array, the workhorse of scientific computation in Python. Each new...
Google Colab
In this tutorial, we will build up a leaky integrate-and-fire (LIF) neuron model and study its dynamics in response to various types of inputs. In particular, we are going to write a few lines …
1-lif.ipynb - Colab - Google Colab
The Leaky Integrate-and-Fire (LIF) neuron This notebook shows some pure Python code to simulate and interactively play with a leaky integrate-and-fire neuron. subdirectory_arrow_right …
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