diff --git a/README.md b/README.md new file mode 100644 index 0000000..a360eee --- /dev/null +++ b/README.md @@ -0,0 +1,21 @@ +# H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks +This is the code used in the paper "[H-Mem: Harnessing synaptic plasticity with Hebbian Memory +Networks](https://www.biorxiv.org/content/10.1101/2020.07.01.180372v1)" for training H-Mem on a single-shot +image association task and on the bAbI question-answering tasks. + +## Setup +You need [TensorFlow](https://www.tensorflow.org/) to run this code. We tested it on TensorFlow version 2.1.0. +Additional dependencies are listed in [environment.yml](environment.yml). If you use +[Conda](https://docs.conda.io/en/latest/), run + +```bash +conda env create --file=environment.yml +``` + +to install the required packages and their dependencies. + +## Usage +TODO + +## References +* Limbacher, T., Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks bioRxiv https://dx.doi.org/10.1101/2020.07.01.180372