Books on

MATLAB programming

Textbook

MATLAB for brain and cognitive scientists

This book is designed to bring scientists in psychology, neuroscience, and related fields to intermediate and advanced levels of programming proficiency.

Books on

Time series analysis

Textbook

Analyzing neural time series data: Theory and practice

A comprehensive guide to the theory and implementation of analyzing electrical brain signals (MEG, EEG, LFP). The focus is on time-, time-frequency- and synchronization-based analyses, including data visualization and statistics.

e-textbook

Fundamentals of time-frequency analysis

This low-cost book focuses on practical implementations of time-frequency analyses in Matlab/Octave. The book explains time-frequency analyses through written explanations and many figures, rather than through opaque mathematical equations.


Books for

General audiences

pop-science book

Cycles in mind: How brain rhythms control perception and action

A comprehensive guide to the theory and implementation of analyzing electrical brain signals (MEG, EEG, LFP). The focus is on conceptual, mathematical, and implementational (via Matlab programming) aspects of time-, time-frequency- and synchronization-based analyses, including data visualization and statistics.

Online courses

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In-person teaching

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