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Exploiting correlations across trials and behavioral sessions to improve neural decoding.

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第一作者： Yizi,Zhang

第一单位： Department of Statistics, Columbia University, New York, NY, USA. Electronic address: yz4123@columbia.edu.

作者： Yizi,Zhang ^[1] ; Hanrui,Lyu ^[2] ; Cole,Hurwitz ^[3] ; Shuqi,Wang ^[4] ; Charles,Findling ^[5] ; Yanchen,Wang ^[6] ; Felix,Hubert ^[7] ; International Brain Laboratory ^[8] ; Alexandre,Pouget ^[5] ; Erdem,Varol ^[9] ; Liam,Paninski ^[10]

作者单位： Department of Statistics, Columbia University, New York, NY, USA. Electronic address: yz4123@columbia.edu. ^[1] Department of Statistics and Data Science, Northwestern University, Evanston, IL, USA. ^[2] Center for Theoretical Neuroscience, Columbia University, New York, NY, USA; The International Brain Laboratory. ^[3] Department of Computer Science, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland. ^[4] The International Brain Laboratory; Department of Basic Neurosciences, University of Geneva, Geneva, Switzerland. ^[5] Center for Theoretical Neuroscience, Columbia University, New York, NY, USA. ^[6] Department of Basic Neurosciences, University of Geneva, Geneva, Switzerland. ^[7] The International Brain Laboratory. ^[8] Department of Computer Science and Engineering, New York University, New York, NY, USA. ^[9] Department of Statistics, Columbia University, New York, NY, USA; Center for Theoretical Neuroscience, Columbia University, New York, NY, USA; The International Brain Laboratory. Electronic address: liam@stat.columbia.edu. ^[10]

关键词 Neuropixels recordings decision-making electrophysiology interpretable models multi-session modeling neural decoding reduced-rank regression state-space models

医学主题词动物(Animals);小鼠(Mice);脑(Brain);神经元(Neurons);行为, 动物(Behavior, Animal);模型, 神经学(Models, Neurological)

DOI 10.1016/j.neuron.2025.10.026

PMID 41308644

发布时间 2026-02-06

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准确一般字义偏差语意偏离译文作用小提交