Published September 19, 2023
| Version v1.0.3
Software
Open
Spikeometric: Linear Non-Linear Cascade Spiking Neural Networks with Pytorch Geometric
- 1. Department of Numerical Analysis and Scientific Computing, Simula Research Laboratory, Oslo, Norway
- 2. Department of Physics, University of Oslo, Oslo, Norway
- 3. Department of Numerical Analysis and Scientific Computing, Simula Research Laboratory, Oslo, Norway and Department of Physics, University of Oslo, Oslo, Norway
Description
The spikeometric package is a framework for simulating spiking neural networks (SNNs) using generalized linear models (GLMs) and Linear-Nonlinear-Poisson models (LNPs) in Python. It is built on top of the PyTorch Geometric package and makes use of their powerful graph neural network (GNN) modules and efficient graph representation. It is designed to be fast, flexible and easy to use, and is intended for research purposes.
Files
bioAI-Oslo/Spikeometric-v1.0.3.zip
Files
(7.5 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:6839ce61d001402b4708a230f3753ff3
|
7.5 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/bioAI-Oslo/Spikeometric/tree/v1.0.3 (URL)