Error-related potentials during continuous feedback: using EEG to detect errors of different type and severity

Martin Spà ⁄ ler1, Christian Niethammer1
1Computer Science Dept., University of Tübingen, Tübingen, Germany

Tóm tắt

Từ khóa


Tài liệu tham khảo

Allison, 2008, Workload assessment of computer gaming using a single-stimulus event-related potential paradigm, Biol. Psychol, 77, 277, 10.1016/j.biopsycho.2007.10.014

Bernstein, 1995, “Where did i go wrong?” a psychophysiological analysis of error detection, J. Exp. Psychol. Hum. Percept. Perform, 21, 1312, 10.1037/0096-1523.21.6.1312

Burg, 1972, The relationship between maximum entropy spectra and maximum likelihood spectra, Geophysics, 37, 375, 10.1190/1.1440265

Cavanagh, 2014, Frontal theta as a mechanism for cognitive control, Trends Cogn. Sci, 18, 414, 10.1016/j.tics.2014.04.012

Chang, 2011, LIBSVM: a library for support vector machines, ACM Trans. Intell. Syst. Technol, 2, 27, 10.1145/1961189.1961199

Chavarriaga, 2014, Errare machinale est: the use of error-related potentials in brain-machine interfaces, Front. Neurosci, 8, 10.3389/fnins.2014.00208

Falkenstein, 1996, Differential processing of motor errors, Recent Advances in Event-Related Brain Potential Research, 579

Falkenstein, 1990, Effects of errors in choice reaction tasks on the erp under focused and divided attention, Psychophysiol. Brain Res, 1, 192

Falkenstein, 1991, Effects of crossmodal divided attention on late erp components. ii. error processing in choice reaction tasks, Electroencephalogr. Clin. Neurophysiol, 78, 447, 10.1016/0013-4694(91)90062-9

Falkenstein, 2000, Erp components on reaction errors and their functional significance: a tutorial, Biol. Psychol, 51, 87, 10.1016/S0301-0511(99)00031-9

Ferrez, 2005, You are wrong!: automatic detection of interaction errors from brain waves, Proceedings of the 19th International Joint Conference on Artificial Intelligence, 1413

Ferrez, 2008, Error-related eeg potentials generated during simulated brain–computer interaction, IEEE Trans. Biomed. Eng, 55, 923, 10.1109/TBME.2007.908083

Gehring, 1993, A neural system for error detection and compensation, Psychol. Sci, 4, 385, 10.1111/j.1467-9280.1993.tb00586.x

Gürel, 2012, Unsupervised adaptation of brain-machine interface decoders, Front. Neurosci, 6, 10.3389/fnins.2012.00164

Holroyd, 2002, The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity, Psychol. Rev, 109, 679, 10.1037/0033-295X.109.4.679

Holroyd, 2009, When is an error not a prediction error? an electrophysiological investigation, Cogn. Affect. Behav. Neurosci, 9, 59, 10.3758/CABN.9.1.59

Holroyd, 2003, Errors in reward prediction are reflected in the event-related brain potential, Neuroreport, 14, 2481, 10.1097/00001756-200312190-00037

Holroyd, 2008, The feedback correct-related positivity: sensitivity of the event-related brain potential to unexpected positive feedback, Psychophysiology, 45, 688, 10.1111/j.1469-8986.2008.00668.x

Iturrate, 2013, Task-dependent signal variations in eeg error-related potentials for brain–computer interfaces, J. Neural Eng, 10, 026024, 10.1088/1741-2560/10/2/026024

Kreilinger, 2012, Error potential detection during continuous movement of an artificial arm controlled by brain–computer interface, Med. Biol. Eng. Comput, 50, 223, 10.1007/s11517-011-0858-4

Krigolson, 2006, Evidence for hierarchical error processing in the human brain, Neuroscience, 137, 13, 10.1016/j.neuroscience.2005.10.064

Krigolson, 2007a, Hierarchical error processing: different errors, different systems, Brain Res, 1155, 70, 10.1016/j.brainres.2007.04.024

Krigolson, 2007b, Predictive information and error processing: the role of medial-frontal cortex during motor control, Psychophysiology, 44, 586, 10.1111/j.1469-8986.2007.00523.x

Lin, 2007, A note on platt's probabilistic outputs for support vector machines, Mach. Learn, 68, 267, 10.1007/s10994-007-5018-6

Llera, 2011, On the use of interaction error potentials for adaptive brain computer interfaces, Neural Netw, 24, 1120, 10.1016/j.neunet.2011.05.006

Milekovic, 2012, Error-related electrocorticographic activity in humans during continuous movements, J. Neural Eng, 9, 026007, 10.1088/1741-2560/9/2/026007

Milekovic, 2013, Detection of error related neuronal responses recorded by electrocorticography in humans during continuous movements, PLoS ONE, 8, e55235, 10.1371/journal.pone.0055235

Omedes, 2014, Asynchronous detection of error potentials, Proceedings of the 6th International Brain-Computer Interface Conference, 260

Omedes, 2013, Using frequency-domain features for the generalization of eeg error-related potentials among different tasks, Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, 5263, 10.1109/EMBC.2013.6610736

Schlögl, 2007, A fully automated correction method of eog artifacts in eeg recordings, Clin. Neurophysiol, 118, 98, 10.1016/j.clinph.2006.09.003

Schmidt, 2012, Online detection of error-related potentials boosts the performance of mental typewriters, BMC Neurosci, 13, 19, 10.1186/1471-2202-13-19

Spüler, 2012a, Online use of error-related potentials in healthy users and people with severe motor impairment increases performance of a P300-BCI, Clin. Neurophysiol, 123, 1328, 10.1016/j.clinph.2011.11.082

Spüler, 2014, Classification of error-related potentials in eeg during continuous feedback, Proceedings of the 6th International Brain-Computer Interface Conference (BCI2014), 24

Spüler, 2011, A fast feature selection method for high-dimensional meg bci data, Proceedings of the 5th International Brain-Computer Interface Conference, 24

Spüler, 2012b, Online adaptation of a c-VEP brain-computer interface (BCI) based on error-related potentials and unsupervised learning, PLoS ONE, 7, e51077, 10.1371/journal.pone.0051077

Ullsperger, 2014, Neural mechanisms and temporal dynamics of performance monitoring, Trends Cogn. Sci, 18, 259, 10.1016/j.tics.2014.02.009

van Schie, 2004, Modulation of activity in medial frontal and motor cortices during error observation, Nat. Neurosci, 7, 549, 10.1038/nn1239

Vapnik, 1998, Statistical Learning Theory

Welch, 1967, The use of fast fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms, IEEE Trans. Audio Electroacoust, 15, 70, 10.1109/TAU.1967.1161901

Wessel, 2011, Error awareness revisited: accumulation of multimodal evidence from central and autonomic nervous systems, J. Cogn. Neurosci, 23, 3021, 10.1162/jocn.2011.21635