Electroencephalograms during Mental Arithmetic Task Performance

This work has been carried out to support the investigation of the electroencephalogram (EEG) Fourier power spectral, coherence, and detrended fluctuation characteristics during performance of mental tasks. To this aim, the presented dataset contains International 10/20 system EEG recordings from subjects under mental cognitive workload (performing mental serial subtraction) and the corresponding reference background EEGs. Based on the subtraction task performance (number of subtractions and accuracy of the result), the subjects were divided into good counters and bad counters (for whom the mental task required excessive efforts). The data was recorded from 36 healthy volunteers of matched age, all of whom are students of Educational and Scientific Centre “Institute of Biology and Medicine”, National Taras Shevchenko University of Kyiv (Ukraine); the recordings are available through Physiobank platform. The dataset can be used by the neuroscience research community studying brain dynamics during cognitive workload.

[1]  Jukka Kortelainen,et al.  High-Frequency Electroencephalographic Activity in Left Temporal Area Is Associated with Pleasant Emotion Induced by Video Clips , 2015, Comput. Intell. Neurosci..

[2]  Satrajit S. Ghosh,et al.  The brain imaging data structure, a format for organizing and describing outputs of neuroimaging experiments , 2016, Scientific Data.

[3]  Matthias M. Müller,et al.  MEG gamma band activity in schizophrenia patients and healthy subjects in a mental arithmetic task and at rest , 2000, Clinical Neurophysiology.

[4]  J. Cacioppo,et al.  Brain imaging and cognitive neuroscience. Toward strong inference in attributing function to structure. , 1996, The American psychologist.

[5]  Fabio Babiloni,et al.  Passive BCI in Operational Environments: Insights, Recent Advances, and Future Trends , 2017, IEEE Transactions on Biomedical Engineering.

[6]  Holger Kantz,et al.  The relationship between the detrendend fluctuation analysis and the autocorrelation function of a signal , 2015 .

[7]  Ken Kiyono,et al.  Establishing a direct connection between detrended fluctuation analysis and Fourier analysis. , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[8]  Michael W. Eysenck Fundamentals of Cognition , 2006 .

[9]  E. Spelke,et al.  Sources of mathematical thinking: behavioral and brain-imaging evidence. , 1999, Science.

[10]  P. Lambiase,et al.  Effect of mental stress on dynamic electrophysiological properties of the endocardium and epicardium in humans , 2016, Heart rhythm.

[11]  J. Kelso,et al.  Cortical coordination dynamics and cognition , 2001, Trends in Cognitive Sciences.

[12]  F Babiloni,et al.  Passive BCI beyond the lab: current trends and future directions , 2018, Physiological measurement.

[13]  D. Schacter,et al.  Creative Cognition and Brain Network Dynamics , 2016, Trends in Cognitive Sciences.

[14]  Sabine Weiss,et al.  The contribution of EEG coherence to the investigation of language , 2003, Brain and Language.

[15]  H. Stanley,et al.  Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series. , 1995, Chaos.

[16]  G. Glover,et al.  Dissociating Prefrontal and Parietal Cortex Activation during Arithmetic Processing , 2000, NeuroImage.

[17]  B. Baars Global workspace theory of consciousness: toward a cognitive neuroscience of human experience. , 2005, Progress in brain research.

[18]  Stanislas Dehaene,et al.  Decoding the processing stages of mental arithmetic with magnetoencephalography , 2019, Cortex.

[19]  Thierry Pun,et al.  Multimodal Emotion Recognition in Response to Videos , 2012, IEEE Transactions on Affective Computing.

[20]  Kazuyoshi Hirota,et al.  The Relationship Between Salivary Biomarkers and State-Trait Anxiety Inventory Score Under Mental Arithmetic Stress: A Pilot Study. , 2005, Anesthesia and analgesia.

[21]  Hugo Vélez-Pérez,et al.  The analysis of EEG coherence reflects middle childhood differences in mathematical achievement , 2018, Brain and Cognition.

[22]  Noor A. Jatoi,et al.  The acute effects of mental arithmetic, cold pressor and maximal voluntary contraction on arterial stiffness in young healthy subjects , 2014 .