mikexcohen

LinAlg4DataScience

Code that accompanies the book "Linear Algebra for Data Science"

DeepUnderstandingOfDeepLearning

Python code accompanying the course "A deep understanding of deep learning (with Python intro)"

AnalyzingNeuralTimeSeries

Code for ANTS book (Cohen, 2012, MIT Press)

LinAlgBook

Python and MATLAB code for linear algebra textbook.

LinAlgCourse

Python and MATLAB code for online linear algebra course

ANTS_youtube_videos

The code and data files that accompany a 9-part lecture series on analyzing M/EEG/LFP data.

Statistics_book

calculusWithPython

Master calculus 1 using Python: derivatives and applications

MasterMathByCodingInPython

Statistics_course

Code that accompanies online statistics and machine-learning course

SignalProcessing

NeuroscienceSourceSeparation

A three-part lecture series on spectral and spatial statistical source separation in neuroscience data.

GED_tutorial

Code accompanying publication on GED tutorial

MATLAB_BrainAndCognitiveScientists

Code that accompanies the book

MATLAB_onramp

MATLAB beginner course: code, sample data files, and pdf reading materials.

EssentialsOfNeuroscienceWithMATLAB

MorletWavelets

MATLAB and Python code for creating, defining, and working with Morlet wavelets in the time and frequency domains.

FourierTransform_course

Code that accompanies online course about the Fourier transform

gedBounds

MATLAB code for identifying frequency boundaries in multichannel data.

DeepLearningDemos

A few demos of deep learning

ChatGPT4DataScience

Code that accompanies online course about using ChatGPT for data science

Python_for_science

RESS

Rhythmic entrainment source separation

UkraineFlagColormap

Create a custom colormap in Python and MATLAB

gedCFC

MATLAB code for multivariate cross-frequency coupling.

spatiotemporal_filters

phaseSynchComparison

Comparing phase-based synchronization measures

transientCFC

Assessing transient cross-frequency coupling