Author

Sigurd Gaukstad

Norwegian University of Science and Technology

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· 1

Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

Benjamin Adric DunniD· 1 shared Erik HermanseniD· 1 shared Melvin Vaupel· 1 shared Valdemar Kargård OlseniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Benjamin Adric DunnORCID

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1 paper

Recent·Most cited

Neural spiketrains and population vectors entangle neural representations

Melvin Vaupel, Valdemar Kargård Olsen, Sigurd Gaukstad, Erik Hermansen, Benjamin Adric Dunn

The paper introduces methods to disentangle latent variables driving neural activity by identifying bidirectional local matrices in neural data, applied to reveal movement-driven structures in motor cortex.

bioRxiv · Sep 1, 2026 · PreprintNeuroscience