Amin Nejatbakhsh

发表

Demixing Calcium Imaging Data in C. elegans via Deformable Non-negative Matrix Factorization

Liam Paninski, Erdem Varol, Albert Lin, 2020, MICCAI.

Probabilistic Joint Segmentation and Labeling of C. elegans Neurons

Liam Paninski, Erdem Varol, Oliver Hobert, 2020, MICCAI.

Wasserstein total variation filtering pdf

Erdem Varol, Amin Nejatbakhsh, Amin Nejatbakhsh, 2019, ArXiv.

Temporal Wasserstein non-negative matrix factorization for non-rigid motion segmentation and spatiotemporal deconvolution pdf

Erdem Varol, Amin Nejatbakhsh, Conor McGrory, 2019, ArXiv.

Sinkhorn Permutation Variational Marginal Inference

Liam Paninski, Erdem Varol, Amin Nejatbakhsh, 2019, AABI.

Sinkhorn EM: An Expectation-Maximization algorithm based on entropic optimal transport pdf

Jonathan Niles-Weed, Erdem Varol, Gonzalo Mena, 2020, ArXiv.

Statistical Atlas of C. elegans Neurons

Liam Paninski, Erdem Varol, Oliver Hobert, 2020, MICCAI.

Predicting perturbation effects from resting activity using functional causal flow

Francesco Fumarola, Taro Toyoizumi, Amin Nejatbakhsh, 2020, bioRxiv.

Extracting neural signals from semi-immobilized animals with deformable non-negative matrix factorization

Liam Paninski, Erdem Varol, Amin Nejatbakhsh, 2020, bioRxiv.

Neuron matching in C. elegans with robust approximate linear regression without correspondence

Erdem Varol, Amin Nejatbakhsh, Amin Nejatbakhsh, 2021, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

Predicting perturbation effects from resting state activity using functional causal flow

Taro Toyoizumi, Roozbeh Kiani, Francesco Fumarola, 2020 .

NeuroPAL: A Neuronal Polychromatic Atlas of Landmarks for Whole-Brain Imaging in C. elegans

Liam Paninski, Ruoxi Sun, Erdem Varol, 2019, bioRxiv.