Discovering Precise Temporal Patterns in Large-Scale Neural Recordings through Robust and Interpretable Time Warping

Neuron(2023)

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摘要
(Neuron 105, 246–259.e1–e8; January 22, 2020) In the published paper, Equation 11 of the STAR Methods contains errors in the second and third expressions. The correct equation is as follows. The authors apologize for the error.argminX_˜∑k‖WkX_˜−Xk‖F2=(∑kWkTWk)−1(∑kWkTXk) Discovering Precise Temporal Patterns in Large-Scale Neural Recordings through Robust and Interpretable Time WarpingWilliams et al.NeuronNovember 27, 2019In BriefThe timing of neural dynamics can be highly variable across trials due to uncontrolled behavioral variability or unobserved cognitive states. Williams et al. describe an interpretable statistical model to control for these misalignments and use this approach to uncover fine-scale temporal structure that is imperceptible in raw data. Full-Text PDF Open Archive
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关键词
interpretable time warping,precise temporal patterns,large-scale
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