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

S. Noble, Joshua Curtiss, Luiz Pessoa, Dustin Scheinost
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引用次数: 1

Abstract

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.
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冰山一角呼吁在人类神经科学研究中接受反定位论
摘要 人类神经科学研究在很大程度上仍然专注于将不同的脑区与复杂的心理过程和精神疾病的特征进行映射。尽管这种还原论和定位论观点为该领域做出了一些实质性贡献,但长期以来一直被认为只是难题的一部分。现在,新出现的证据从经验上证明了历史上对局部化技术的依赖是如何导致人类神经科学的可重复性和转化面临挑战的。为了推动发现,我们必须共同更好地融入复杂系统和机器学习方法,以更好地捕捉大脑的多维、动态和交互性质。此外,我们还必须开始考虑如何更好地整合大脑之外的互补模式,以更好地理解复杂的心理过程。
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