https://github.com/astupidbear/brc
https://github.com/astupidbear/brc
Last synced: 7 months ago
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- Host: GitHub
- URL: https://github.com/astupidbear/brc
- Owner: AStupidBear
- Created: 2020-11-10T02:24:38.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2020-11-10T02:25:09.000Z (almost 5 years ago)
- Last Synced: 2025-01-10T03:11:14.441Z (9 months ago)
- Language: Python
- Size: 15.6 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# A bio-inspired bistable recurrent cell allows for long-lasting memory
A repository containing the code for the "A bio-inspired bistable recurrent cell allows for long-lasting memory" paper.
Link to the paper : https://arxiv.org/abs/2006.05252
## Dependencies
The only dependency for the code provided is tensorflow 2 (and numpy, which is installed by default with tensorflow).
Install tensorflow : https://www.tensorflow.org/install
## Run experiments
Each benchmark included in the paper is associated to a script. These scripts simply use a Sequential model of Keras and
integrate the corresponding recurrent cells. All of the three scripts are extremely similar but were built separately for
simplicity and self-containedness.
* The copy first input benchmark can be launched through the "benchmark1.py" script.
* The denoising benchmark can be launched through the "benchmark2.py" script.
* The sequential MNIST benchmark can be launched through the "benchmark3.py" script.