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Temporal structure of natural language processing in the human brain corresponds to layered hierarchy of large language models.

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Title: Temporal structure of natural language processing in the human brain corresponds to layered hierarchy of large language models.
Authors: Goldstein A; Department of Cognitive and Brain Sciences, Hebrew University, Jerusalem, Israel. ariel.y.goldstein@mail.huji.ac.il.; Business School, Hebrew University, Jerusalem, Israel. ariel.y.goldstein@mail.huji.ac.il.; Google Research, Tel-Aviv, Israel. ariel.y.goldstein@mail.huji.ac.il., Ham E; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA.; Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA, USA., Schain M; Google Research, Tel-Aviv, Israel., Nastase SA; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA., Aubrey B; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA.; New York University Grossman School of Medicine, New York, NY, USA., Zada Z; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA., Grinstein-Dabush A; Google Research, Tel-Aviv, Israel., Gazula H; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA., Feder A; Google Research, Tel-Aviv, Israel., Doyle W; New York University Grossman School of Medicine, New York, NY, USA., Devore S; New York University Grossman School of Medicine, New York, NY, USA., Dugan P; New York University Grossman School of Medicine, New York, NY, USA., Friedman D; New York University Grossman School of Medicine, New York, NY, USA., Brenner M; Google Research, Tel-Aviv, Israel.; School of Engineering and Applied Science, Harvard University, Cambridge, MA, USA., Hassidim A; Google Research, Tel-Aviv, Israel., Matias Y; Google Research, Tel-Aviv, Israel., Devinsky O; New York University Grossman School of Medicine, New York, NY, USA., Siegelman N; Department of Cognitive and Brain Sciences, Hebrew University, Jerusalem, Israel.; Department of Psychology, Hebrew University, Jerusalem, Israel., Flinker A; New York University Grossman School of Medicine, New York, NY, USA.; New York University Tandon School of Engineering, Brooklyn, NY, USA., Levy O; Blavatnik School of Computer Science, Tel-Aviv University, Tel-Aviv, Israel., Reichart R; Technion-Israel Institute of Technology, Haifa, Israel., Hasson U; Google Research, Tel-Aviv, Israel.; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA.
Source: Nature communications [Nat Commun] 2025 Nov 26; Vol. 16 (1), pp. 10529. Date of Electronic Publication: 2025 Nov 26.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Goldstein+A%22">Goldstein A</searchLink>; Department of Cognitive and Brain Sciences, Hebrew University, Jerusalem, Israel. ariel.y.goldstein@mail.huji.ac.il.; Business School, Hebrew University, Jerusalem, Israel. ariel.y.goldstein@mail.huji.ac.il.; Google Research, Tel-Aviv, Israel. ariel.y.goldstein@mail.huji.ac.il.<br /><searchLink fieldCode="AU" term="%22Ham+E%22">Ham E</searchLink>; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA.; Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA, USA.<br /><searchLink fieldCode="AU" term="%22Schain+M%22">Schain M</searchLink>; Google Research, Tel-Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Nastase+SA%22">Nastase SA</searchLink>; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Aubrey+B%22">Aubrey B</searchLink>; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA.; New York University Grossman School of Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Zada+Z%22">Zada Z</searchLink>; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Grinstein-Dabush+A%22">Grinstein-Dabush A</searchLink>; Google Research, Tel-Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Gazula+H%22">Gazula H</searchLink>; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Feder+A%22">Feder A</searchLink>; Google Research, Tel-Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Doyle+W%22">Doyle W</searchLink>; New York University Grossman School of Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Devore+S%22">Devore S</searchLink>; New York University Grossman School of Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Dugan+P%22">Dugan P</searchLink>; New York University Grossman School of Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Friedman+D%22">Friedman D</searchLink>; New York University Grossman School of Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Brenner+M%22">Brenner M</searchLink>; Google Research, Tel-Aviv, Israel.; School of Engineering and Applied Science, Harvard University, Cambridge, MA, USA.<br /><searchLink fieldCode="AU" term="%22Hassidim+A%22">Hassidim A</searchLink>; Google Research, Tel-Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Matias+Y%22">Matias Y</searchLink>; Google Research, Tel-Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Devinsky+O%22">Devinsky O</searchLink>; New York University Grossman School of Medicine, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Siegelman+N%22">Siegelman N</searchLink>; Department of Cognitive and Brain Sciences, Hebrew University, Jerusalem, Israel.; Department of Psychology, Hebrew University, Jerusalem, Israel.<br /><searchLink fieldCode="AU" term="%22Flinker+A%22">Flinker A</searchLink>; New York University Grossman School of Medicine, New York, NY, USA.; New York University Tandon School of Engineering, Brooklyn, NY, USA.<br /><searchLink fieldCode="AU" term="%22Levy+O%22">Levy O</searchLink>; Blavatnik School of Computer Science, Tel-Aviv University, Tel-Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Reichart+R%22">Reichart R</searchLink>; Technion-Israel Institute of Technology, Haifa, Israel.<br /><searchLink fieldCode="AU" term="%22Hasson+U%22">Hasson U</searchLink>; Google Research, Tel-Aviv, Israel.; Department of Psychology and the Neuroscience Institute, Princeton University, Princeton, NJ, USA.
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