dynaphos 0.1.2

Fully differentiable and biologically plausible simulation of prosthetic vision.

About the project

A fully differentiable and biologically plausible simulation of cortical prosthetic vision, which can be used for end-to-end optimization.

Installation

pip install dynaphos

Getting Started

• Download the default configuration file (config/params.yaml) from our repository and adjust according to needs.
• Run the test suite.
• See the examples directory for simple use cases.

Citation

van der Grinten, M. L., de Ruyter van Steveninck, J., Lozano, A., Pijnacker, L., Rueckauer, B., Roelfsema, P., van Gerven, M., van Wezel, R., Güçlü, U., & Güçlütürk, Y. (2022). Biologically plausible phosphene simulation for the differentiable optimization of visual cortical prostheses. [bioRxiv] https://doi.org/10.1101/2022.12.23.521749

Experiments

For the end-to-end optimization experiments in our BioRxiv publication see this repository. All other code that was used for the other experiments in our publication can me made available on request.

Contact

Feel free to submit an issue, we're happy to help.