Introduction

Dynapse model Equation Image

Requirements

Installation

pip install git+https://github.com/ferqui/DynapSEtorch.git

Examples

Example	Colab link
DynapSEtorch comparison with Brian2 simulation.
Learning using BPTT surrogated gradient on DynapSE neuron model.
Mismatch on DynapSE neuron model.
Reconstruction of a ADM codified signal.

Documentation

Contributing

If you want to contribute to this package develop code, you can install it in edit mode:

git clone https://github.com/ferqui/DynapSEtorch.git
cd DynapSEtorch
pip install -e .

Acknowledgments

DynapSEtorch is currently maintained by the University of Cádiz and The Institute of Neuroinformatics (INI), UZH and ETHZ. It was initially developed by Fernando M. Quintana.

Additional contributions were made by ....

Citation

If you find DynapSEtorch useful in your work, please cite the following source:

LINK to reference

  @article{fmquintana2022,
          title   =  {},
          author  =  {},
          journal = {arXiv preprint arXiv:XXXX.YYYYY},
          year    = {202X}
  }

License & Copyright

DynapSEtorch source code is published under the terms of the GPL-3.0 license. DynapSEtorch's documentation is licensed under Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)