Author

Aiguo Song

Southeast UniversityORCID 0000-0002-1982-6780Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Organism:mouse· 1 Approach:statistical model· 1

Frequent Co-Authors

Adrian David CheokiD· 1 shared Edmond Q. WuiD· 1 shared Guanting LiuiD· 1 shared Jun CaiiD· 1 shared Shencun FangiD· 1 shared Ying YaniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Adrian David CheokORCID

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1 paper

Recent·Most cited

Rethinking Kalman Filters for Motor Brain-Machine Interface: The Fundamental Limitations and A Perspective Shift

Guanting Liu, Ying Yan, Jun Cai, Edmond Q. Wu, Shencun Fang, Adrian David Cheok, Aiguo Song

This paper identifies six critical limitations of Kalman filters in motor BMI by violating neuroscience principles and proposes a perspective shift to improve performance.

bioRxiv · Jul 10, 2025 · PreprintNeuroscience