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03/17/2021
A Measurement of In-Betweenness and Inference Based on Shape Theories
We propose a statistical framework to investigate whether a given subpop...
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03/03/2021
To Deconvolve, or Not to Deconvolve: Inferences of Neuronal Activities using Calcium Imaging Data
With the increasing popularity of calcium imaging data in neuroscience r...
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03/03/2021
Ridge-penalized adaptive Mantel test and its application in imaging genetics
We propose a ridge-penalized adaptive Mantel test (AdaMant) for evaluati...
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03/02/2021
Time-varying ℓ_0 optimization for Spike Inference from Multi-Trial Calcium Recordings
Optical imaging of genetically encoded calcium indicators is a powerful ...
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02/18/2021
Bayesian nonparametric analysis for the detection of spikes in noisy calcium imaging data
Recent advancements in miniaturized fluorescence microscopy have made it...
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01/12/2021
Change-point detection using spectral PCA for multivariate time series
We propose a two-stage approach Spec PC-CP to identify change points in ...
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12/20/2017