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Reflections on a giant of brain science

机译:关于大脑科学巨人的思考

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Walter J. Freeman was a giant of the field of neuroscience whose visionary work contributed various experimental and theoretical breakthroughs to brain research in the past 60 years. He has pioneered a number of Electroencephalogram and Electrocorticogram tools and approaches that shaped the field, while "Freeman Neurodynamics" is a theoretical concept that is widely known, used, and respected among neuroscientists all over the world. His recent death is a profound loss to neuroscience and biomedical engineering. Many of his revolutionary ideas on brain dynamics have been ahead of their time by decades. We summarize his following groundbreaking achievements: (1) Mass Action in the Nervous System, from microscopic (single cell) recordings, through mesoscopic populations, to large-scale collective brain patterns underlying cognition; (2) Freeman-Kachalsky model of multi-scale, modular brain dynamics; (3) cinematic theory of cognitive dynamics; (4) phase transitions in cortical dynamics modeled with random graphs and quantum field theory; (5) philosophical aspects of intentionality, consciousness, and the unity of brain-mind-body. His work has been admired by many of his neuroscientist colleagues and followers. At the same time, his multidisciplinary approach combining advanced concepts of control theory and the mathematics of nonlinear systems and chaos, poses significant challenges to those who wish to thoroughly understand his message. The goal of this commemorative paper is to review key aspects of Freeman's neurodynamics and to provide some handles to gain better understanding about Freeman's extraordinary intellectual achievement.
机译:沃尔特·弗里曼(Walter J. Freeman)是神经科学领域的巨头,他的远见卓识在过去60年中为大脑研究做出了各种实验性和理论性突破。他开创了塑造脑电图领域的多种脑电图和脑电图工具和方法,而“弗里曼神经动力学”是一个理论概念,在全世界的神经科学家中广为所知,使用和尊重。他最近的去世对神经科学和生物医学工程造成了重大损失。他关于脑动力学的许多革命性思想已经提前了几十年。我们总结了他的以下突破性成就:(1)神经系统中的大规模行动,从微观(单细胞)记录,到介观人群,再到认知背后的大规模集体脑模式; (2)多尺度,模块化脑动力学的Freeman-Kachalsky模型; (3)认知动力学的电影理论; (4)用随机图和量子场论建模的皮质动力学的相变; (5)意向性,意识和脑心一体的哲学方面。他的许多神经科学家的同事和追随者都赞扬他的工作。同时,他的多学科方法将控制理论的先进概念与非线性系统和混沌数学相结合,对希望彻底理解他的信息的人们提出了重大挑战。这份纪念论文的目的是回顾弗里曼神经动力学的关键方面,并提供一些处理方法,以使人们更好地了解弗里曼的非凡智力成就。

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