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Daniel Polyakov

Explore the profile of Daniel Polyakov including associated specialties, affiliations and a list of published articles. Areas
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Articles 4
Citations 30
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Recent Articles
1.
Cernera S, Cernera S, Gemicioglu T, Berezutskaya J, Csaky R, Verwoert M, et al.
J Neural Eng . 2025 Feb; 22(2). PMID: 39914028
The Tenth International brain-computer interface (BCI) meeting was held June 6-9, 2023, in the Sonian Forest in Brussels, Belgium. At that meeting, 21 master classes, organized by the BCI Society's...
2.
Polyakov D, Robinson P, Muller E, Shriki O
Front Robot AI . 2024 May; 11:1362735. PMID: 38694882
We introduce a novel approach to training data augmentation in brain-computer interfaces (BCIs) using neural field theory (NFT) applied to EEG data from motor imagery tasks. BCIs often suffer from...
3.
Mohanta S, Afrasiabi M, Casey C, Tanabe S, Redinbaugh M, Kambi N, et al.
J Neurosci . 2021 Nov; 41(49):10130-10147. PMID: 34732525
Learned associations between stimuli allow us to model the world and make predictions, crucial for efficient behavior (e.g., hearing a siren, we expect to see an ambulance and quickly make...
4.
Pessotti R, Hansen B, Zacharia V, Polyakov D, Traxler M
Anal Chem . 2019 Nov; 91(23):14818-14823. PMID: 31694373
Microbes interact with the world around them at the chemical level. However, directly examining the chemical exchange between microbes and microbes and their environment, at ecological scales, i.e., the scale...
5.
Darracq M, Funk C, Polyakov D, Riedner B, Gosseries O, Nieminen J, et al.
Sci Rep . 2018 Nov; 8(1):16664. PMID: 30413741
Sleep and anesthesia entail alterations in conscious experience. Conscious experience may be absent (unconsciousness) or take the form of dreaming, a state in which sensory stimuli are not incorporated into...