Detection of movement related cortical potentials in freehand drawing on digital tablet

•Movement related cortical potentials during free hand drawing have been recorded.•A new method based upon a commercial drawing tablet has been introduced.•The method allowed completely natural movements in drawing.•Salient drawing yielded larger cortical potentials than meaningless pen movements.•C...

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Published inJournal of neuroscience methods Vol. 360; p. 109231
Main Authors Leandri, Gaia, Schenone, Angelo, Leandri, Massimo
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.08.2021
Subjects
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ISSN0165-0270
1872-678X
1872-678X
DOI10.1016/j.jneumeth.2021.109231

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Abstract •Movement related cortical potentials during free hand drawing have been recorded.•A new method based upon a commercial drawing tablet has been introduced.•The method allowed completely natural movements in drawing.•Salient drawing yielded larger cortical potentials than meaningless pen movements.•Creativity in drawing could be related to detected larger cortical activity. Cortical activity connected to movements has been investigated long since, and is related, among other factors, to saliency of the gesture. However, experiments performed on movements in actual situations are rare, as most of them have been performed in laboratory simulations. Besides, no research seems to have been carried out on subjects during freehand drawing. We propose a method based upon a commercial drawing tablet and wireless pen, that has been synchronized with EEG recording by means of a piezoelectric sensor attached to the pen tip. Complete freedom of movement is allowed, and any kind of drawing style can be performed using currently available graphics software. EEG recordings during meaningful drawing were compared with recordings where the pen was tapped and shifted on tablet without specific purpose. With reference to T0 event (pen touching tablet), several components could be observed in pre- and post-T0 epochs. The most important appeared to be a triphasic wave (N-150, P-40 and N + 30), where P-40 showed a striking difference between drawing and tap session, being much larger in the former. Onset of muscle EMG is usually employed for synchronization. In complex and free gestures too many muscles are active to allow reliable identification of such reference. Our method provides a precise trigger event easily detected without movement constraints. With this method it will be possible to record EEG activity related to creative aspects of drawing and explore other skilled movements.
AbstractList Cortical activity connected to movements has been investigated long since, and is related, among other factors, to saliency of the gesture. However, experiments performed on movements in actual situations are rare, as most of them have been performed in laboratory simulations. Besides, no research seems to have been carried out on subjects during freehand drawing.BACKGROUNDCortical activity connected to movements has been investigated long since, and is related, among other factors, to saliency of the gesture. However, experiments performed on movements in actual situations are rare, as most of them have been performed in laboratory simulations. Besides, no research seems to have been carried out on subjects during freehand drawing.We propose a method based upon a commercial drawing tablet and wireless pen, that has been synchronized with EEG recording by means of a piezoelectric sensor attached to the pen tip. Complete freedom of movement is allowed, and any kind of drawing style can be performed using currently available graphics software.NEW METHODWe propose a method based upon a commercial drawing tablet and wireless pen, that has been synchronized with EEG recording by means of a piezoelectric sensor attached to the pen tip. Complete freedom of movement is allowed, and any kind of drawing style can be performed using currently available graphics software.EEG recordings during meaningful drawing were compared with recordings where the pen was tapped and shifted on tablet without specific purpose. With reference to T0 event (pen touching tablet), several components could be observed in pre- and post-T0 epochs. The most important appeared to be a triphasic wave (N-150, P-40 and N + 30), where P-40 showed a striking difference between drawing and tap session, being much larger in the former.RESULTSEEG recordings during meaningful drawing were compared with recordings where the pen was tapped and shifted on tablet without specific purpose. With reference to T0 event (pen touching tablet), several components could be observed in pre- and post-T0 epochs. The most important appeared to be a triphasic wave (N-150, P-40 and N + 30), where P-40 showed a striking difference between drawing and tap session, being much larger in the former.Onset of muscle EMG is usually employed for synchronization. In complex and free gestures too many muscles are active to allow reliable identification of such reference. Our method provides a precise trigger event easily detected without movement constraints.COMPARISON WITH EXISTING METHODSOnset of muscle EMG is usually employed for synchronization. In complex and free gestures too many muscles are active to allow reliable identification of such reference. Our method provides a precise trigger event easily detected without movement constraints.With this method it will be possible to record EEG activity related to creative aspects of drawing and explore other skilled movements.CONCLUSIONSWith this method it will be possible to record EEG activity related to creative aspects of drawing and explore other skilled movements.
•Movement related cortical potentials during free hand drawing have been recorded.•A new method based upon a commercial drawing tablet has been introduced.•The method allowed completely natural movements in drawing.•Salient drawing yielded larger cortical potentials than meaningless pen movements.•Creativity in drawing could be related to detected larger cortical activity. Cortical activity connected to movements has been investigated long since, and is related, among other factors, to saliency of the gesture. However, experiments performed on movements in actual situations are rare, as most of them have been performed in laboratory simulations. Besides, no research seems to have been carried out on subjects during freehand drawing. We propose a method based upon a commercial drawing tablet and wireless pen, that has been synchronized with EEG recording by means of a piezoelectric sensor attached to the pen tip. Complete freedom of movement is allowed, and any kind of drawing style can be performed using currently available graphics software. EEG recordings during meaningful drawing were compared with recordings where the pen was tapped and shifted on tablet without specific purpose. With reference to T0 event (pen touching tablet), several components could be observed in pre- and post-T0 epochs. The most important appeared to be a triphasic wave (N-150, P-40 and N + 30), where P-40 showed a striking difference between drawing and tap session, being much larger in the former. Onset of muscle EMG is usually employed for synchronization. In complex and free gestures too many muscles are active to allow reliable identification of such reference. Our method provides a precise trigger event easily detected without movement constraints. With this method it will be possible to record EEG activity related to creative aspects of drawing and explore other skilled movements.
ArticleNumber 109231
Author Schenone, Angelo
Leandri, Gaia
Leandri, Massimo
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10.1016/j.neucli.2008.08.002
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Keywords USB
EEG
TRG
Freehand drawing
Steady state
Creativity
Motivation
A/D
RMS
Movement related potentials
Tablet
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Snippet •Movement related cortical potentials during free hand drawing have been recorded.•A new method based upon a commercial drawing tablet has been introduced.•The...
Cortical activity connected to movements has been investigated long since, and is related, among other factors, to saliency of the gesture. However,...
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SubjectTerms Creativity
Freehand drawing
Motivation
Movement related potentials
Steady state
Tablet
Title Detection of movement related cortical potentials in freehand drawing on digital tablet
URI https://dx.doi.org/10.1016/j.jneumeth.2021.109231
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