Mike X Cohen's repositories
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)
LinAlgCourse
Python and MATLAB code for online linear algebra course
LinAlgBook
Python and MATLAB code for linear algebra textbook.
ANTS_youtube_videos
The code and data files that accompany a 9-part lecture series on analyzing M/EEG/LFP data.
calculusWithPython
Master calculus 1 using Python: derivatives and applications
Statistics_course
Code that accompanies online statistics and machine-learning course
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.
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
DeepLearningDemos
A few demos of deep learning
ChatGPT4DataScience
Code that accompanies online course about using ChatGPT for data science
UkraineFlagColormap
Create a custom colormap in Python and MATLAB
phaseSynchComparison
Comparing phase-based synchronization measures
transientCFC
Assessing transient cross-frequency coupling