Heini Saarimäki
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T314 Dept. Neuroscience and Biomedical Engineering
Full researcher profile
https://research.aalto.fi/...
Publications
Classification of emotion categories based on functional connectivity patterns of the human brain
Heini Saarimäki, Enrico Glerean, Dmitry Smirnov, Henri Mynttinen, Iiro P. Jääskeläinen, Mikko Sams, Lauri Nummenmaa
2022
NeuroImage
Statistical pattern recognition reveals shared neural signatures for displaying and recognizing specific facial expressions
Sofia Volynets, Dmitry Smirnov, Heini Saarimäki, Lauri Nummenmaa
2020
Social Cognitive and Affective Neuroscience
Emotions as discrete patterns of systemic activity
Lauri Nummenmaa, Heini Saarimäki
2019
Neuroscience Letters
Emotions amplify speaker–listener neural alignment
Dmitry Smirnov, Heini Saarimäki, Enrico Glerean, Riitta Hari, Mikko Sams, Lauri Nummenmaa
2019
Human Brain Mapping
Reproducibility of importance extraction methods in neural network based fMRI classification
Athanasios Gotsopoulos, Heini Saarimäki, Enrico Glerean, Iiro P. Jääskeläinen, Mikko Sams, Lauri Nummenmaa, Jouko Lampinen
2018
NeuroImage
Decoding emotions from brain activity and connectivity patterns
Heini Saarimäki
2018
Distributed affective space represents multiple emotion categories across the human brain
Heini Saarimäki, Lara Farzaneh Ejtehadian, Enrico Glerean, Iiro P. Jääskeläinen, Patrik Vuilleumier, Mikko Sams, Lauri Nummenmaa
2018
Social Cognitive and Affective Neuroscience
Effects of spatial smoothing on functional brain networks
Tuomas Alakörkkö, Heini Saarimäki, Enrico Glerean, Jari Saramäki, Onerva Korhonen
2017
European Journal of Neuroscience
Consistency of Regions of Interest as nodes of fMRI functional brain networks
Onerva Korhonen, Heini Saarimäki, Enrico Glerean, Mikko Sams, Jari Saramäki
2017
Network Neuroscience
Discrete neural signatures of basic emotions
Heini Saarimäki, Athanasios Gotsopoulos, Iiro P. Jääskeläinen, Jouko Lampinen, Patrik Vuilleumier, Riitta Hari, Mikko Sams, Lauri Nummenmaa
2016
Cerebral Cortex