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The tip of the iceberg: A call to embrace anti-localizationism in human neuroscience research

Stephanie Noble, Joshua Curtiss, Luiz Pessoa, Dustin Scheinost

2024Imaging Neuroscience48 citationsDOIOpen Access PDF

Abstract

Human neuroscience research remains largely preoccupied with mapping distinct brain areas to complex psychological processes and features of mental health disorders. While this reductionist and localizationist perspective has resulted in several substantive contributions to the field, it has long been viewed as only a piece of the puzzle. Emerging evidence now empirically demonstrates how a historical reliance on localizationist techniques may underlie recent challenges to reproducibility and translation in human neuroscience. To advance discovery, we must collectively better incorporate complex systems and machine-learning approaches that better capture the multidimensional, dynamic, and interacting nature of the brain. Moreover, we must begin to contend with how to best integrate complementary modalities beyond the brain to better understand complex mental processes.

Topics & Concepts

ReductionismCognitive scienceNeurosciencePerspective (graphical)ModalitiesPsychologyField (mathematics)Data scienceComputer scienceEpistemologySociologyArtificial intelligencePhilosophySocial sciencePure mathematicsMathematicsFunctional Brain Connectivity StudiesMental Health Research TopicsNeural dynamics and brain function
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