Author

Ali Faisal

Aalto UniversityORCID 0000-0001-9607-9371Unclaimed 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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Approach:statistical model· 2 Organism:human· 1

Frequent Co-Authors

Annika HulténiD· 2 shared Marijn van VlietiD· 2 shared Riitta H. SalmeliniD· 2 shared Sasa L. KivisaariiD· 2 shared Tiina Lindh‐KnuutilaiD· 2 shared Lotta Lammi· 1 shared

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2018-2019 · peak 1/yr

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2 shared papersNeuroscience

Annika HulténORCID

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2 papers

Recent·Most cited

NeuroscienceNature CommunicationsPeer-reviewedFeb 25, 2019

Reconstructing meaning from bits of information

Sasa L. Kivisaari, Marijn van Vliet, Annika Hultén…·Riitta H. Salmelin

The paper investigates how the brain combines fragmented semantic features into complete object representations using machine-learning-based neural decoding.

113 citationstop 1%

humanstatistical model

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NeurosciencebioRxivPreprintAug 13, 2018

Cracking the problem of neural representations of abstract words: grounding word meanings in language itself

Annika Hultén, Marijn van Vliet, Lotta Lammi…·Riitta H. Salmelin

The paper models semantic spaces using word co-occurrence statistics to decode brain activity related to abstract words, finding that abstractness emerges from language patterns and correlates with specific brain regions.

DOI 10.1101/391052

statistical model

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