Author

Mike Tyka

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.

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Research Focus:clustering· 2 Approach:deep learning· 2 Approach:statistical model· 2 Research Focus:trajectory inference· 2 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Organism:Drosophila· 1

Frequent Co-Authors

Jeremy Maitin-ShepardiD· 2 shared Larry F. Lindsey· 2 shared Michał JanuszewskiiD· 2 shared Peter H. LiiD· 2 shared Tim M. BlakelyiD· 2 shared Viren JainiD· 2 shared Alexander Shakeel BatesiD· 1 shared Art PopeiD· 1 shared

Activity by Year

2018-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 42 mutual co-author links

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2 shared papersNeuroscience

Jeremy Maitin-ShepardORCID

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Author profile →

2 papers

Recent·Most cited

Automated Reconstruction of a Serial-Section EM Drosophila Brain with Flood-Filling Networks and Local Realignment

Peter H. Li, Larry F. Lindsey, Michał Januszewski, Zhihao Zheng, Alexander Shakeel Bates, István Taisz, Mike Tyka, Matthew Nichols, Feng Li, Eric Perlman, Jeremy Maitin-Shepard, Tim M. Blakely, Laramie Leavitt, Gregory S.X.E. Jefferis, Davi D. Bock, Viren Jain

Flood-filling networks with local section realignment segment a forty-teravoxel whole-brain Drosophila electron microscopy volume, making circuit reconstruction an order of magnitude faster than manual tracing.

bioRxiv · Oct 7, 2020 · PreprintNeuroscience

High-Precision Automated Reconstruction of Neurons with Flood-filling Networks

Michał Januszewski, Joergen M. R. Kornfeld, Peter H. Li, Art Pope, Tim M. Blakely, Larry F. Lindsey, Jeremy Maitin-Shepard, Mike Tyka, Winfried T. Denk, Viren Jain

This paper introduces flood-filling networks for automated neuron reconstruction, achieving high precision in tracing neurites from electron microscopy data.

Nature Methods · Jul 11, 2018Peer-reviewedNeuroscience