John's starred repositories
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
QuadrupedRobot
Open-Source,ROS Robot Dog Kit
depthai_hand_tracker
Running Google Mediapipe Hand Tracking models on Luxonis DepthAI hardware (OAK-D-lite, OAK-D, OAK-1,...)
lab-website-template
An easy-to-use, flexible website template for labs.
KPCA-MATLAB
MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).
pyActigraphy
Python-based open source package for actigraphy data analysis
pypreprocess
Preprocessing scripts for neuro imaging
sortingQuality
Functions to assess quality of spike sorting results
field-echos
Project code for extracting neural population timescale from field potential data (LFP, ECoG, etc)
PerceptToolbox
MATLAB Toolbox to extract JSON files from Medtronic Percept PC neurostimulator.
OlfactoryBulb
Biophysically Realistic Model of the Olfactory Bulb Mitral-Tufted-Granule Cell Pathway
ephys-class
Course materials for COGS 280
eeg_commander
MATLAB pipeline for easy-to-program automated pre-processing of electroencephalogram (EEG) data using independent component analysis and statistically-robust detection of artifacts.
dbs_pd_beta_burst
Analysis code related to Pauls et al. 2022:Cortical beta burst dynamics are altered in Parkinson’s disease but normalized by deep brain stimulation
tract2mesh
Convert tractography streamlines into meshes
scatter_nice
scatter wrapper that actually creates useful plots by default
memoryStrupt
experimental strengthening and disruption of associative memory, using intracranial EEG