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1. Koopman-Neural-Network-Training Koopman-Neural-Network-Training Public

   Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theory" NeurIPS 2020 for details).

   MATLAB 20 5

2. Koopman-mode-decomposition-and-tensor-component-analysis Koopman-mode-decomposition-and-tensor-component-analysis Public

   This houses the code that generated the examples for the paper "On Koopman mode decomposition and tensor component analysis" W. T. Redman (2021)

   MATLAB 5 2

3. Koopman-Training-Pytorch-Tools Koopman-Training-Pytorch-Tools Public

   Tools to perform Koopman training in Pytorch

   Python 5 1

4. Koopman_pruning Koopman_pruning Public

   Implementation of Koopman operator theory based pruning in the ShrinkBench framework

   Python 2

5. EI-STDP-place-code-network EI-STDP-place-code-network Public

   This repository hosts the code for the EI STDP place code network used in Levy et al. "A neuronal code for space in hippocampal coactivity dynamics independent of place fields" 2021.

   MATLAB 1

6. Kendall-Correlation-for-Large-Spike-Trains Kendall-Correlation-for-Large-Spike-Trains Public

   An O(n) implementation Kendall correlation for (large) spike trains. From W. Redman "An O(n) method of calculating Kendall correlations of spike trains" PLoS One (2019).

   MATLAB