Jordan Sorokin's repositories
ChaosAnalysis
A matlab package for analyzing chaotic properties of time series data
SingularSpectrum
A MATLAB class for performing and visualizing singular-spectrum analysis (SSA), a non-parametric spectral decomposition technique for time series
Data_visualization
various functions for data visulization (mostly centered around neuroscience)
extracellular_spiking_simulation
MATLAB code for simulating extracellular multi-electrode recordings of neural action potentials and local field potential
hlab-analysis-methods
Code, slides, and figs on various analysis techniques
ModelNeuro
Simulation of HH-type neurons
neo-matlab
A MATLAB-version of NEO - a python package for organizing large datasets of multi-channel extracellular recordings.
neurite_analysis
MATLAB code for the filtering, detection, and feature extraction of neurites in 2D images
bibliography
bibtex files
JAGA_software
code for capturing and displaying JAGA wireless neural recordings. The code here is based on open-source software courteously provided by the engineers at JAGA Inc. (https://www.jinga-hi.com)
powerlevel10k
A Zsh theme
pyarchical
hierarchical regression models in python
pytorch-esn
An Echo State Network module for PyTorch.
quick-portfolio
Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
SWDetector
MATLAB code for SWD classification (absence seizures) in EEG; comes with both general purpose code for building a logistic-regression classifier using wavelet-derived features, and a pre-built model for detecting SWDs in EEG data
Time-series-classification-and-clustering-with-Reservoir-Computing
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.