All in the mind: Decoding brainwaves to identify the music we are hearing Uni_of_Essex SciReports
These trials were used to control for effects of motor control of the FEELTRACE interface. Participants were shown, on screen, a recording of a previous report they had made with FEELTRACE and were asked to reproduce their recorded movements as accurately as they could. No music was played during these trials.
All sound was presented to participants via MRI-compatible headphones . Participants also wore ear-plugs to protect their hearing and the volume levels of the music were adjusted to a comfortable level for each participant before the start of the experiment. We then co-registered the functional scans against the high-resolution anatomical scan for each participant before normalising the functional scans to the high-resolution anatomical scan.
Physiological artefacts were then manually removed from the signals. The EEG was first decomposed into statistically independent components by application of second order blind identification a variant of independent component analysis that identifies a de-mixing matrix that maximises the statistical independence of the second order derivatives of the signals.
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