CNN-based system identification
This repository contains tools for fitting CNNs to neural responses.
Among other things, it contains the code to reproduce the results from the following paper, which can be found in the folder analysis/iclr2019:
Alexander S. Ecker, Fabian H. Sinz, Emmanouil Froudarakis, Paul G. Fahey, Santiago A. Cadena, Edgar Y. Walker, Erick Cobos, Jacob Reimer, Andreas S. Tolias, Matthias Bethge: A rotation-equivariant convolutional neural network model of primary visual cortex. International Conference on Learning Representations (ICLR 2019), https://openreview.net/forum?id=H1fU8iAqKX.