Author

Matthew C. Tresch

Northwestern UniversityORCID 0000-0001-9994-3989Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:rat· 3 Assay:electronic health records· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1

Frequent Co-Authors

Cristiano AlessandroiD· 3 shared Filipe Oliveira BarrosoiD· 2 shared Adarsh Prashara· 1 shared Benjamin A Rellinger· 1 shared Chethan PandarinathiD· 1 shared David Hofmann· 1 shared David P. Tentler· 1 shared Hsin-Yun Yeh· 1 shared

Activity by Year

2018-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 22 mutual co-author links

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3 shared papersNeuroscience

Cristiano AlessandroORCID

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3 papers

Recent·Most cited

NeuroscienceJournal of Neural EngineeringPeer-reviewedApr 2, 2022

Estimating muscle activation from EMG using deep learning-based dynamical systems models

Lahiru N. Wimalasena, Jonas Braun, Mohammad Reza Keshtkaran…·Chethan Pandarinath

This paper uses a deep learning model to estimate muscle activation from EMG signals, showing improved performance over traditional methods in predicting joint kinematics and force.

22 citations

ratnon-human primate

𝕏 PostBluesky

NeuroscienceProceedings of the National Academy of SciencesPeer-reviewedMar 23, 2020

Coordination amongst quadriceps muscles suggests neural regulation of internal joint stresses, not simplification of task performance

Cristiano Alessandro, Filipe Oliveira Barroso, Adarsh Prashara…·Matthew C. Tresch

The paper examines muscle co-variation in rats during locomotion, finding that co-variation patterns suggest neural regulation of internal joint stresses rather than simplification of task performance.

58 citations

ratelectronic health records

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NeuroscienceeLifePeer-reviewedSep 3, 2018

Adaptation after vastus lateralis denervation in rats suggests neural regulation of joint stresses and strains

Cristiano Alessandro, Benjamin A Rellinger, Filipe Oliveira Barroso, Matthew C. Tresch

This study shows the CNS balances task performance with joint stress regulation after muscle denervation in rats.

38 citations

ratexperimental assay

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