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Inferring Functional Neural Connectivity with Deep Residual Convolutional Networks

https://doi.org/10.1101/141010
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inferredcites →https://doi.org/10.1007/978-3-319-53070-3_1openalex-snapshot
First Connectomics Challenge: From Imaging to Connectivity
inferredcites →https://doi.org/10.1007/978-3-319-53070-3_2openalex-snapshot
Simple Connectome Inference from Partial Correlation Statistics in Calcium Imaging
inferredcites →https://doi.org/10.1016/j.cell.2015.11.061openalex-snapshot
SPED Light Sheet Microscopy: Fast Mapping of Biological System Structure and Function
inferredcites →https://doi.org/10.1038/nature09818openalex-snapshot
Wiring specificity in the direction-selectivity circuit of the retina
inferredcites →https://doi.org/10.1038/nature12354openalex-snapshot
Ultrasensitive fluorescent proteins for imaging neuronal activity
inferredcites →https://doi.org/10.1038/nature22356openalex-snapshot
Whole-brain serial-section electron microscopy in larval zebrafish
inferredcites →https://doi.org/10.1038/nmeth.2434openalex-snapshot
Whole-brain functional imaging at cellular resolution using light-sheet microscopy
inferredcites →https://doi.org/10.1038/nmeth.3217openalex-snapshot
Simultaneous all-optical manipulation and recording of neural circuit activity with cellular resolution in vivo
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.1109/iccv.2015.123openalex-snapshot
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
inferredcites →https://doi.org/10.1145/3065386openalex-snapshot
ImageNet classification with deep convolutional neural networks
inferredcites →https://doi.org/10.1214/09-aoas303openalex-snapshot
A Bayesian approach for inferring neuronal connectivity from calcium fluorescent imaging data
inferredcites →https://doi.org/10.1214/12-aos1000openalex-snapshot
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions
inferredcites →https://doi.org/10.1371/journal.pcbi.1002653openalex-snapshot
Model-Free Reconstruction of Excitatory Neuronal Connectivity from Calcium Imaging Signals
inferredcites →https://doi.org/10.1371/journal.pcbi.1004333openalex-snapshot
BASiCS: Bayesian Analysis of Single-Cell Sequencing Data
inferredcites →https://doi.org/10.1371/journal.pcbi.1004464openalex-snapshot
Efficient "Shotgun" Inference of Neural Connectivity from Highly Sub-sampled Activity Data
inferredcites →https://doi.org/10.1371/journal.pone.0003355openalex-snapshot
Causal Measures of Structure and Plasticity in Simulated and Living Neural Networks
inferredcites →https://doi.org/10.1371/journal.pone.0006482openalex-snapshot
Evaluation of the Performance of Information Theory-Based Methods and Cross-Correlation to Estimate the Functional Connectivity in Cortical Networks
inferredcites →https://doi.org/10.1371/journal.pone.0037292openalex-snapshot
Graph Theoretical Model of a Sensorimotor Connectome in Zebrafish
inferredcites →https://doi.org/10.1523/jneurosci.05-04-00956.1985openalex-snapshot
The neural circuit for touch sensitivity in Caenorhabditis elegans
inferredcites →https://doi.org/10.48550/arxiv.1406.2227openalex-snapshot
Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition
inferredcites →https://doi.org/10.48550/arxiv.1512.03385openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.57702/o9raffedopenalex-snapshot
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
inferredcites →https://doi.org/10.7554/elife.12741openalex-snapshot
Brain-wide mapping of neural activity controlling zebrafish exploratory locomotion
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