This book is designed to bring scientists in psychology, neuroscience, and related fields to intermediate and advanced levels of programming proficiency.
Time series analysis
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.
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.
Cycles in mind: How brain rhythms control perception and action
This book explores the cutting-edge neuroscientific research showing that these brain rhythms affect how you see, hear, and understand the world around you. Written for a non-scientific audience.