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A zero-inflated gamma model for post-deconvolved calcium imaging traces

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/bf00238900openalex-snapshot
The dependence of response amplitude and variance of cat visual cortical neurones on stimulus contrast
inferredcites →https://doi.org/10.1016/0006-8993(74)90438-7openalex-snapshot
Neuronal variability: non-stationary responses to identical visual stimuli
inferredcites →https://doi.org/10.1016/j.bpj.2008.08.005openalex-snapshot
Spike Inference from Calcium Imaging Using Sequential Monte Carlo Methods
inferredcites →https://doi.org/10.1016/j.conb.2018.11.005openalex-snapshot
Computational processing of neural recordings from calcium imaging data
inferredcites →https://doi.org/10.1016/j.neuron.2009.07.027openalex-snapshot
Hippocampal Replay of Extended Experience
inferredcites →https://doi.org/10.1016/j.neuron.2015.11.037openalex-snapshot
Simultaneous Denoising, Deconvolution, and Demixing of Calcium Imaging Data
inferredcites →https://doi.org/10.1016/j.neuron.2016.04.014openalex-snapshot
Benchmarking Spike Rate Inference in Population Calcium Imaging
inferredcites →https://doi.org/10.1038/14788openalex-snapshot
In vivo dendritic calcium dynamics in deep-layer cortical pyramidal neurons
inferredcites →https://doi.org/10.1038/375682a0openalex-snapshot
Dendritic spines as basic functional units of neuronal integration
inferredcites →https://doi.org/10.1038/385161a0openalex-snapshot
In vivo dendritic calcium dynamics in neocortical pyramidal neurons
inferredcites →https://doi.org/10.1038/ncomms12190openalex-snapshot
Accurate spike estimation from noisy calcium signals for ultrafast three-dimensional imaging of large neuronal populations in vivo
inferredcites →https://doi.org/10.1038/nn.2648openalex-snapshot
Functional imaging of hippocampal place cells at cellular resolution during virtual navigation
inferredcites →https://doi.org/10.1038/nn.3711openalex-snapshot
Partitioning neuronal variability
inferredcites →https://doi.org/10.1038/nn.4634openalex-snapshot
Impaired hippocampal place cell dynamics in a mouse model of the 22q11.2 deletion
inferredcites →https://doi.org/10.1093/biostatistics/kxy083openalex-snapshot
Fast nonconvex deconvolution of calcium imaging data
inferredcites →https://doi.org/10.1101/479055openalex-snapshot
Accurate action potential inference from a calcium sensor protein through biophysical modeling:
inferredcites →https://doi.org/10.1152/jn.01073.2009openalex-snapshot
Fast Nonnegative Deconvolution for Spike Train Inference From Population Calcium Imaging
inferredcites →https://doi.org/10.1214/18-aoas1162openalex-snapshot
Exact spike train inference via $\ell_{0}$ optimization
inferredcites →https://doi.org/10.1371/journal.pcbi.1005423openalex-snapshot
Fast online deconvolution of calcium imaging data
inferredcites →https://doi.org/10.1371/journal.pcbi.1006157openalex-snapshot
Community-based benchmarking improves spike rate inference from two-photon calcium imaging data
inferredcites →https://doi.org/10.1523/jneurosci.3339-17.2018openalex-snapshot
Robustness of Spike Deconvolution for Neuronal Calcium Imaging
inferredcites →https://doi.org/10.48550/arxiv.1412.6980openalex-snapshot
Adam: A Method for Stochastic Optimization
inferredcites →https://doi.org/10.48550/arxiv.1711.01846openalex-snapshot
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders
inferredcites →https://doi.org/10.7554/elife.12727openalex-snapshot
Sensitive red protein calcium indicators for imaging neural activity
inferredcites →https://doi.org/10.7554/elife.28728openalex-snapshot
Efficient and accurate extraction of in vivo calcium signals from microendoscopic video data

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s11749-026-01041-8openalex-snapshot
The exponential family of zero-inflated gamma distributions: statistical properties and inference
inferred← citeshttps://doi.org/10.1038/s41593-022-01189-0openalex-snapshot
A deep learning framework for inference of single-trial neural population dynamics from calcium imaging with subframe temporal resolution
inferred← citeshttps://doi.org/10.1101/2020.03.25.007468openalex-snapshot
EASE: EM-Assisted Source Extraction from calcium imaging data
inferred← citeshttps://doi.org/10.1101/2021.03.05.434105openalex-snapshot
Parallel inference of hierarchical latent dynamics in two-photon calcium imaging of neuronal populations
inferred← citeshttps://doi.org/10.1101/2021.08.30.458266openalex-snapshot
Population dynamics of the thalamic head direction system during drift and reorientation
inferred← citeshttps://doi.org/10.1101/2021.09.09.459570openalex-snapshot
A flow-based latent state generative model of neural population responses to natural images
inferred← citeshttps://doi.org/10.1101/2022.04.05.487201openalex-snapshot
High frequency spike inference with particle Gibbs sampling
inferred← citeshttps://doi.org/10.1117/1.nph.9.4.041402openalex-snapshot
Review of data processing of functional optical microscopy for neuroscience
inferred← citeshttps://doi.org/10.1162/neco_a_01492openalex-snapshot
Inference of Multiplicative Factors Underlying Neural Variability in Calcium Imaging Data
inferred← citeshttps://doi.org/10.1371/journal.pcbi.1008330openalex-snapshot
Model-based decoupling of evoked and spontaneous neural activity in calcium imaging data
inferred← citeshttps://doi.org/10.1371/journal.pcbi.1011667openalex-snapshot
Modeling the diverse effects of divisive normalization on noise correlations
inferred← citeshttps://doi.org/10.3390/math12213365openalex-snapshot
Matrix Factorization and Prediction for High-Dimensional Co-Occurrence Count Data via Shared Parameter Alternating Zero Inflated Gamma Model
inferred← citeshttps://doi.org/10.70675/f2cdd929z726fz4c03zabf8z13df3f8613c7openalex-snapshot
Statistical methods for the robust extraction of objects’ spatio-temporal relations in bioimaging – Application to the functional analysis of neuronal networks in vivo
inferred← citeshttps://doi.org/10.7554/elife.94723.1openalex-snapshot
High frequency spike inference with particle Gibbs sampling
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