Abstract: Highlights•Boundaries between meaningful events are related to neural state transitions.•Neural states are temporarily stable regional brain activity patterns.•We introduce novel methods for data-driven detection of neural state boundaries.•These methods can identify the location and the number of neural state boundaries.•Simulations and empirical data support the reliability and validity of our methods.
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