mikexcohen's Repositories
33 repositories
AnalyzingNeuralTimeSeries
Code for ANTS book (Cohen, 2012, MIT Press)
⭐ 222
🌐 Public
ANTS_youtube_videos
The code and data files that accompany a 9-part lecture series on analyzing M/EEG/LFP data.
⭐ 84
🌐 Public
calculusWithPython
Master calculus 1 using Python: derivatives and applications
⭐ 79
🌐 Public
Calculus_book
Code to create the figures and solve the exercises in the textbook
⭐ 44
🌐 Public
ChatGPT4DataScience
Code that accompanies online course about using ChatGPT for data science
⭐ 14
🌐 Public
DeepLearningDemos
A few demos of deep learning
⭐ 13
🌐 Public
DeepUnderstandingOfDeepLearning
Python code accompanying the course "A deep understanding of deep learning (with Python intro)"
⭐ 470
🌐 Public
EEGsynchWorkshop
No description
⭐ 16
🌐 Public
EssentialsOfNeuroscienceWithMATLAB
No description
⭐ 96
🌐 Public
FourierTransform_course
Code that accompanies online course about the Fourier transform
⭐ 39
🌐 Public
FundamentalsOfTF
Code for book: "Fundamentals of Time-Frequency Analyses in MATLAB/Octave"
⭐ 7
🌐 Public
gedBounds
MATLAB code for identifying frequency boundaries in multichannel data.
⭐ 17
🌐 Public
gedCFC
MATLAB code for multivariate cross-frequency coupling.
⭐ 9
🌐 Public
GED_tutorial
Code accompanying publication on GED tutorial
⭐ 33
🌐 Public
LinAlg4DataScience
Code that accompanies the book "Linear Algebra for Data Science"
⭐ 385
🌐 Public
LinAlgBook
Python and MATLAB code for linear algebra textbook.
⭐ 198
🌐 Public
LinAlgCourse
Python and MATLAB code for online linear algebra course
⭐ 195
🌐 Public
LLM_course
Code files for course "A deep understanding of AI large language model mechanisms"
⭐ 169
🌐 Public
MasterMathByCodingInPython
No description
⭐ 114
🌐 Public
MATLAB_BrainAndCognitiveScientists
Code that accompanies the book
⭐ 31
🌐 Public
MATLAB_onramp
MATLAB beginner course: code, sample data files, and pdf reading materials.
⭐ 29
🌐 Public
MorletWavelets
MATLAB and Python code for creating, defining, and working with Morlet wavelets in the time and frequency domains.
⭐ 22
🌐 Public
NeuroscienceSourceSeparation
A three-part lecture series on spectral and spatial statistical source separation in neuroscience data.
⭐ 34
🌐 Public
phaseSynchComparison
Comparing phase-based synchronization measures
⭐ 3
🌐 Public
Python_for_science
No description
⭐ 12
🌐 Public
RESS
Rhythmic entrainment source separation
⭐ 8
🌐 Public
SignalProcessing
No description
⭐ 78
🌐 Public
spatiotemporal_filters
No description
⭐ 6
🌐 Public
Statistics_book
No description
⭐ 152
🌐 Public
Statistics_course
Code that accompanies online statistics and machine-learning course
⭐ 67
🌐 Public
Substack
Code files that accompany my Substack posts
⭐ 22
🌐 Public
transientCFC
Assessing transient cross-frequency coupling
⭐ 1
🌐 Public
UkraineFlagColormap
Create a custom colormap in Python and MATLAB
⭐ 6
🌐 Public