Author

Rafał Józefowicz

Google (United States)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Organism:mouse· 1 Assay:spatial transcriptomics· 1 Research Focus:trajectory inference· 1

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Chethan PandarinathiD· 1 shared Daniel J. O’SheaiD· 1 shared David SussilloiD· 1 shared Eric M. TrautmanniD· 1 shared Jaimie M. HendersoniD· 1 shared Jasmine Collins· 1 shared Jonathan C. KaoiD· 1 shared K.V. ShenoyiD· 1 shared

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2018-2018 · peak 1/yr

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1 shared paperNeuroscience

Chethan PandarinathORCID

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1 paper

Recent·Most cited

NeuroscienceNature MethodsPeer-reviewedSep 14, 2018

Inferring single-trial neural population dynamics using sequential auto-encoders

Chethan Pandarinath, Daniel J. O’Shea, Jasmine Collins…·David Sussillo

This paper introduces LFADS, a deep learning method to infer single-trial neural population dynamics from spiking data, demonstrating improved accuracy in predicting behavior and extracting dynamics across datasets.

694 citationstop 1%

humanmouse

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