Author

Angshuk Dutta

Nanyang Technological University

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

Frequent Co-Authors

Boyang LiiD· 1 shared Christian GerloffiD· 1 shared Lorena SantamariaiD· 1 shared Marcel Hirt· 1 shared Stanimira GeorgievaiD· 1 shared Victoria LeongiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Boyang LiORCID

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1 paper

Recent·Most cited

A Pose-Informed De-Noising Diffusion Model for Adult Naturalistic EEG Signals

Angshuk Dutta, Marcel Hirt, Lorena Santamaria, Stanimira Georgieva, Christian Gerloff, Boyang Li, Victoria Leong

This paper introduces a denoising diffusion model for EEG signals that uses pose coordinates to improve denoising performance and maintain spatial dependencies.

bioRxiv · Dec 8, 2023 · PreprintNeuroscience