Author

Dmitry Smirnov

Aalto UniversityORCID 0000-0002-3165-9276Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Organism:human· 2 Assay:imaging· 2 Approach:statistical model· 2

Frequent Co-Authors

Heini SaarimäkiiD· 2 shared Lauri NummenmaaiD· 2 shared Enrico GlereaniD· 1 shared Henri Mynttinen· 1 shared Iiro P. JääskeläineniD· 1 shared Mikko E. SamsiD· 1 shared Sofia VolynetsiD· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

7 top collaborators · 17 mutual co-author links

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2 shared papersNeuroscience

Heini SaarimäkiORCID

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2 papers

Recent·Most cited

Statistical Pattern Recognition Reveals Shared Neural Signatures for Displaying and Recognizing Specific Facial Expressions

Sofia Volynets, Dmitry Smirnov, Heini Saarimäki, Lauri Nummenmaa

The paper uses pattern recognition to show that observing and displaying facial expressions activate similar neural patterns, supporting the embodied emotion recognition model.

Social Cognitive and Affective Neuroscience · Aug 1, 2020Peer-reviewedNeuroscience

Classification of emotions based on functional connectivity patterns of the human brain

Heini Saarimäki, Enrico Glerean, Dmitry Smirnov, Henri Mynttinen, Iiro P. Jääskeläinen, Mikko E. Sams, Lauri Nummenmaa

The paper uses pattern recognition on fMRI data to classify emotions based on functional connectivity, finding distinct patterns for most emotions but not sadness.

bioRxiv · Jan 17, 2020 · PreprintNeuroscience