Pinned Repositories
proj-eeg-geom
SGI2022 project - Evaluating geometric changes in high-dimensional pre-seizure epileptic EEG data
Diffusion-Maps-Kalman
MATLAB code implementation of the non-Linear object tracking example from: T. Shnitzer, R. Talmon and J.J. Slotine, "Diffusion Maps Kalman Filter for a Class of Systems with Gradient Flows"
les-distance
Python implementation of LES, a distance between unaligned high dimensional point-clouds
Manifold-based-temporal-analysis
Manifold-Learning-for-Data-Driven-Dynamical-System-Analysis
MATLAB code implementation of the non-Linear object tracking example from: T. Shnitzer, R. Talmon and J.J. Slotine, "Manifold Learning for Data-Driven Dynamical System Analysis"
Recovering-hidden-components-in-multimodal-data
MATLAB implementation of the synthetic fetal ECG heart rate detection example in "Recovering Hidden Components in Multimodal Data with Composite Diffusion Operators", T. Shnitzer, M. Ben-Chen, L. Guibas, R. Talmon and H.T. Wu.
riemannian-operators-for-multivariate-time-series
shnitzer.github.io
SpecCoarsen_MATLAB
shnitzer's Repositories
shnitzer/Diffusion-Maps-Kalman
MATLAB code implementation of the non-Linear object tracking example from: T. Shnitzer, R. Talmon and J.J. Slotine, "Diffusion Maps Kalman Filter for a Class of Systems with Gradient Flows"
shnitzer/les-distance
Python implementation of LES, a distance between unaligned high dimensional point-clouds
shnitzer/Manifold-Learning-for-Data-Driven-Dynamical-System-Analysis
MATLAB code implementation of the non-Linear object tracking example from: T. Shnitzer, R. Talmon and J.J. Slotine, "Manifold Learning for Data-Driven Dynamical System Analysis"
shnitzer/Recovering-hidden-components-in-multimodal-data
MATLAB implementation of the synthetic fetal ECG heart rate detection example in "Recovering Hidden Components in Multimodal Data with Composite Diffusion Operators", T. Shnitzer, M. Ben-Chen, L. Guibas, R. Talmon and H.T. Wu.
shnitzer/Manifold-based-temporal-analysis
shnitzer/riemannian-operators-for-multivariate-time-series
shnitzer/shnitzer.github.io
shnitzer/SpecCoarsen_MATLAB