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David J Titus's Projects

deeplabcut icon deeplabcut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

electrophysiology-tutorial-for-neuroscience icon electrophysiology-tutorial-for-neuroscience

This is a tutorial for key data analysis steps used by neuroscientists - filtering, spike extraction, PCA, clustering, and spectral analysis. It applies to neuroscientists who deal with spikes, LFPs, EEGs and EMGs

fieldtrip icon fieldtrip

The MATLAB toolbox for MEG, EEG and iEEG analysis

kwiklib icon kwiklib

LEGACY - This project is only used in KlustaViewa

mclust-spike-sorting-toolbox icon mclust-spike-sorting-toolbox

MClust is a Matlab-based spike sorting toolbox for the separation of putative cells from multi-site neurophysiological recordings. It is particularly good for tetrodes.

opencv icon opencv

Open Source Computer Vision Library

phy icon phy

phy: interactive visualization and manual spike sorting of large-scale ephys data

python-learning icon python-learning

Resources for learning python. Includes books, youtube tutorials, free courses, essential concepts, and other useful links.

rpi4toolbox icon rpi4toolbox

Experimental toolbox for behavioral experiments with Raspberry Pi 4

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