https://github.com/quva-lab/spiking-equilibrium-prop
https://github.com/quva-lab/spiking-equilibrium-prop
Last synced: about 1 year ago
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- Host: GitHub
- URL: https://github.com/quva-lab/spiking-equilibrium-prop
- Owner: QUVA-Lab
- License: other
- Created: 2018-06-15T14:43:26.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2021-03-30T08:28:21.000Z (about 5 years ago)
- Last Synced: 2025-03-27T23:23:31.122Z (about 1 year ago)
- Language: Python
- Size: 56.6 KB
- Stars: 11
- Watchers: 10
- Forks: 4
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE.txt
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README
# spiking-equilibrium-prop
This is the code implementing
[Training a Network of Spiking Neurons with Equilibrium Propagation](https://openreview.net/forum?id=HygpgV2-bX)
by Peter O'Connor, Efstratios Gavves, Max Welling
## Setup Instructions (Requires Python 3.6):
```
git clone https://github.com/QUVA-Lab/spiking-equilibrium-prop.git
cd spiking-equilibrium-prop
source setup.sh
```
## To use:
```
python spiking_equilibrium_prop/recreate_figures.py
```
(Recreating figures will be slow the first time, but fast after that).