Music-induced emotions can be predicted from brain scans

Music-induced emotions can be predicted from brain scans
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The researchers used a machine-learning algorithm to map which brain regions are activated when the different music-induced emotions are separated from each other.

Researchers at the University of Turku have discovered what type of neural mechanisms are the basis for emotional responses to music.

Altogether 102 research subjects listened to music that evokes emotions while their brain function was scanned with functional magnetic resonance imaging (fMRI). The study was carried out in the national PET Centre.
The researchers used a machine-learning algorithm to map which brain regions are activated when the different music-induced emotions are separated from each other.

  • Based on the activation of the auditory and motor cortex, we were able to accurately predict whether the research subject was listening to happy or sad song. The auditory cortex processes the acoustic elements of music, such as rhythm and melody. Activation of the motor cortex, then again, maybe related to the fact that music inspires feelings of movement in the listeners even when they are listening to songs while holding still in an MRI machine, says Postdoctoral Researcher Vesa Putkinen. The researchers also discovered which brain regions are activated when the research participants watched videos that evoke strong emotions and tested whether the same regions were activated when the participants were listening to songs that evokes emotions. The results suggest that the emotions evoked by films music and songs are partially based on the operation of different mechanisms in the brain.
Music-induced emotions can be predicted from brain scans
  • Films, for instance, activate the deeper parts of the brain that regulate emotions in real-life situations. Listening to songs did not strongly activate these regions nor did their activation separate the music-induced emotions from each other. This may be due to the fact that films can more realistically copy the real-life events that evoke emotions and thus activate the innate emotion mechanisms. As for the music-induced emotions, they are based on the acoustic characteristics of music and coloured by cultural influences and personal history. Traditionally, music-induced emotions have been studied through classical instrumental tune.
  • We wanted to use only instrumental tune in this study as well so that lyrics did not impact the emotions of the research subjects. However, we included film and songs by the guitar virtuoso Yngwie J. Malmsteen, notes Putkinen.