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Deciphering anomalous heterogeneous intracellular transport with neural networks

Deciphering anomalous heterogeneous intracellular transport with neural networks

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_980c7e3f76b6436895aaad43ac9d0b64

Deciphering anomalous heterogeneous intracellular transport with neural networks

About this item

Full title

Deciphering anomalous heterogeneous intracellular transport with neural networks

Publisher

England: eLife Sciences Publications Ltd

Journal title

eLife, 2020-03, Vol.9

Language

English

Formats

Publication information

Publisher

England: eLife Sciences Publications Ltd

More information

Scope and Contents

Contents

Intracellular transport is predominantly heterogeneous in both time and space, exhibiting varying non-Brownian behavior. Characterization of this movement through averaging methods over an ensemble of trajectories or over the course of a single trajectory often fails to capture this heterogeneity. Here, we developed a deep learning feedforward neur...

Alternative Titles

Full title

Deciphering anomalous heterogeneous intracellular transport with neural networks

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_980c7e3f76b6436895aaad43ac9d0b64

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_980c7e3f76b6436895aaad43ac9d0b64

Other Identifiers

ISSN

2050-084X

E-ISSN

2050-084X

DOI

10.7554/eLife.52224

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