cogpy.brainstates

Interval-based brain state classification (sleep stages, behavioral states) and perievent epoch extraction. Pairs with cogpy.regression for state-conditioned analysis.

Guide: How to work with brain states and regression | Guide: How to do triggered analysis

Submodules

cogpy.brainstates.brainstates

Short summary of the module. This module provides utilities for mapping numerical values to interval-based states, organizing DataFrame columns into state labels, validating interval structures, and analyzing state transitions and durations.

cogpy.brainstates.EMG

Watson & Buzsaki Network Homeostasis and State Dynamics of Neocortical Sleep 2016, J Neuron

cogpy.brainstates.intervals

Brain-state detection and classification.