Author

Jouko Lampinen

Aalto University

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Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Athanasios GotsopoulosiD· 1 shared Enrico GlereaniD· 1 shared Heini SaarimäkiiD· 1 shared Iiro P. JääskeläineniD· 1 shared Lauri NummenmaaiD· 1 shared Mikko E. SamsiD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Athanasios GotsopoulosORCID

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1 paper

Recent·Most cited

Reproducibility of importance extraction methods in neural network based fMRI classification

Athanasios Gotsopoulos, Heini Saarimäki, Enrico Glerean, Iiro P. Jääskeläinen, Mikko E. Sams, Lauri Nummenmaa, Jouko Lampinen

The paper evaluates importance extraction methods in neural network-based fMRI classification, finding that importance maps outperform univariate approaches in detecting overlapping and weakly informative patterns.

NeuroImage · Jun 30, 2018Peer-reviewedNeuroscience