The Walking Brain: Mapping feature-specific cortical responses to naturally unfolding sensory experience in the real world
Miray AltınkaynakiD, Laura B. CarltoniD, Ege Topkoc, David A. BoasiD, Meryem A. YüceliD
Abstract
Understanding how the brain processes the everyday world is fundamental, yet laboratory paradigms exclude self-generated movement, unscripted events, and a continuously evolving multisensory environment. Wearable neuroimaging enables real-world measurement, but linking neural activity to uncontrolled sensory information remains challenging. Here, we extend a feature-based framework from naturalistic movie viewing to everyday behavior using wearable whole-head high-density fNIRS and participant-specific audiovisual recordings during movies and outdoor walking with no explicit task or scripted audiovisual sequence. Luminance- and sound-related cortical maps showed significant spatial correspondence, particularly in visual and auditory regions, whereas face-related correspondence was weaker. Luminance- and face-related maps were reproducible within individuals across repeated walks. Additional exploratory analysis demonstrated, to our knowledge, the first out-of-sample encoding of continuous environmental features during unconstrained real-world fNIRS, predicting cortical activity during held-out walking periods. Together, these findings establish a feature-based framework for linking cortical activity to naturally unfolding sensory experience in everyday behavior.
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