Pinned Repositories
EI-STDP-place-code-network
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.
IMPforFCN
This repo is based on the SiftingFeatures repository (https://github.com/phiandark/SiftingFeatures/blob/main/src/IMP_PostProcess.ipynb).
Kendall-Correlation-for-Large-Spike-Trains
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).
Koopman-mode-decomposition-and-tensor-component-analysis
This houses the code that generated the examples for the paper "On Koopman mode decomposition and tensor component analysis" W. T. Redman (2021)
Koopman-Neural-Network-Training
Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theory" NeurIPS 2020 for details).
Koopman-Training-Pytorch-Tools
Tools to perform Koopman training in Pytorch
Koopman_pruning
Implementation of Koopman operator theory based pruning in the ShrinkBench framework
licenseclassifier
A License Classifier
MemoryEfficientStableLDS
Codebase associated with paper "Memory-Efficient Learning of Stable Linear Dynamical Systems for Prediction and Control"
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
william-redman's Repositories
william-redman/Koopman-Neural-Network-Training
Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theory" NeurIPS 2020 for details).
william-redman/Koopman-mode-decomposition-and-tensor-component-analysis
This houses the code that generated the examples for the paper "On Koopman mode decomposition and tensor component analysis" W. T. Redman (2021)
william-redman/Koopman-Training-Pytorch-Tools
Tools to perform Koopman training in Pytorch
william-redman/Koopman_pruning
Implementation of Koopman operator theory based pruning in the ShrinkBench framework
william-redman/EI-STDP-place-code-network
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.
william-redman/IMPforFCN
This repo is based on the SiftingFeatures repository (https://github.com/phiandark/SiftingFeatures/blob/main/src/IMP_PostProcess.ipynb).
william-redman/Kendall-Correlation-for-Large-Spike-Trains
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).
william-redman/licenseclassifier
A License Classifier
william-redman/MemoryEfficientStableLDS
Codebase associated with paper "Memory-Efficient Learning of Stable Linear Dynamical Systems for Prediction and Control"
william-redman/releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
william-redman/Spatial-Engram-Analysis
Analysis of recent evidence for spatial engram formation by Milczarek et al. 2018 Current Biology