Class information for:
Level 2: EEG//BRAIN COMPUTER INTERFACE//BRAIN COMPUTER INTERFACE BCI

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
358 17406 40.3 63%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
11 4 NEUROSCIENCES//CLINICAL NEUROLOGY//NEUROL 1112395
338 3       EEG//ZHURNAL VYSSHEI NERVNOI DEYATELNOSTI IMENI I P PAVLOVA//BRAIN COMPUTER INTERFACE 37207
358 2             EEG//BRAIN COMPUTER INTERFACE//BRAIN COMPUTER INTERFACE BCI 17406
1633 1                   P300//EVENT RELATED POTENTIALS//P3B 2562
1974 1                   MAGNETOENCEPHALOGRAPHY//SOURCE LOCALIZATION//MEG 2402
2295 1                   BRAIN COMPUTER INTERFACE//BRAIN COMPUTER INTERFACE BCI//BCI 2291
3510 1                   THETA//ALPHA//CROSS FREQUENCY COUPLING 1968
4458 1                   SEIZURE PREDICTION//SEIZURE DETECTION//ELECTROENCEPHALOGRAM EEG SIGNALS 1781
7829 1                   THETA BETA RATIO//BRAIN S//QEEG 1322
10254 1                   BEREITSCHAFTSPOTENTIAL//MOVEMENT RELATED POTENTIALS//READINESS POTENTIAL 1078
11742 1                   OCULAR ARTIFACT//ARTIFACT REMOVAL//ELECTROOCULOGRAM EOG 957
13719 1                   LOW RESOLUTION BRAIN ELECTROMAGNETIC TOMOGRAPHY LORETA//QUANTITATIVE EEG//RESTING STATE ELECTROENCEPHALOGRAPHY EEG 817
15799 1                   NEUROFEEDBACK//REAL TIME FMRI//EEG BIOFEEDBACK 691
17125 1                   HENRI BEGLEITER NEURODYNAM//P300//P3 AMPLITUDE 616
24353 1                   SREDA//BENIGN EPILEPTIFORM VARIANTS//WICKET SPIKES 315
25964 1                   SHORT TERM SPECTRAL PATTERNS//EEG MICROSTATES//MICROSTATES 267
30582 1                   AUDIO VISUAL STIMULATION AVS//BINAURAL BEATS//PHOTIC DRIVING 166
34845 1                   LAMBDA WAVE//EYE FIXATION RELATED POTENTIALS//EYE FIXATION RELATED POTENTIAL EFRP 105
37039 1                   SECT PL ELECT//AUTONOMOUS SYSTEM SECURITY//BIOMETRIC PROTOCOLS 68

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class
1 EEG authKW 959553 13% 24% 2247
2 BRAIN COMPUTER INTERFACE authKW 873791 4% 70% 713
3 BRAIN COMPUTER INTERFACE BCI authKW 687509 3% 84% 465
4 P300 authKW 582753 5% 36% 920
5 NEUROFEEDBACK authKW 419007 2% 73% 327
6 ELECTROENCEPHALOGRAM EEG authKW 316817 2% 53% 339
7 EVENT RELATED POTENTIALS authKW 315108 6% 18% 1015
8 ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY journal 305610 4% 23% 778
9 ELECTROENCEPHALOGRAPHY authKW 301220 5% 21% 818
10 MAGNETOENCEPHALOGRAPHY authKW 282603 4% 25% 655

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class
1 Neurosciences 124747 49% 1% 8566
2 Engineering, Biomedical 100502 19% 2% 3367
3 Psychology, Biological 71294 7% 3% 1286
4 Clinical Neurology 50150 24% 1% 4213
5 Neuroimaging 48525 7% 2% 1160
6 Psychology 39239 11% 1% 1888
7 Psychology, Experimental 27611 9% 1% 1566
8 Psychiatry 11632 10% 0% 1787
9 Medical Informatics 9762 3% 1% 532
10 Physiology 7617 8% 0% 1411

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 BRAIN COMP INTER ES 126727 1% 79% 92
2 KNOWLEDGE DISCOVERY 120861 1% 61% 113
3 MED PSYCHOL BEHAV NEUROBIOL 89949 1% 26% 196
4 LUDWIG BOLTZMANN MED INFORMAT NEUROINFORMA 61507 0% 95% 37
5 BRAIN DYNAM COGNIT COMPLEX SYST 57929 0% 85% 39
6 SWARTZ COMPUTAT NEUROSCI 48478 0% 41% 67
7 KEY BRAIN MIND 33424 0% 42% 45
8 NEUROTECHNOL GRP 30356 0% 67% 26
9 WELLCOME TRUST MEG STUDIES 29179 0% 56% 30
10 MEG 28537 1% 18% 92

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY 305610 4% 23% 778
2 CLINICAL NEUROPHYSIOLOGY 199431 4% 15% 757
3 INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY 192585 3% 20% 565
4 JOURNAL OF NEURAL ENGINEERING 139495 2% 25% 318
5 BRAIN TOPOGRAPHY 134298 1% 32% 241
6 IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 74340 3% 7% 577
7 CLINICAL ELECTROENCEPHALOGRAPHY 72251 1% 23% 177
8 CLINICAL EEG AND NEUROSCIENCE 69912 1% 29% 138
9 JOURNAL OF CLINICAL NEUROPHYSIOLOGY 69112 1% 16% 253
10 PSYCHOPHYSIOLOGY 59594 2% 10% 348

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class		 LCSH search Wikipedia search
1 EEG 959553 13% 24% 2247 Search EEG Search EEG
2 BRAIN COMPUTER INTERFACE 873791 4% 70% 713 Search BRAIN+COMPUTER+INTERFACE Search BRAIN+COMPUTER+INTERFACE
3 BRAIN COMPUTER INTERFACE BCI 687509 3% 84% 465 Search BRAIN+COMPUTER+INTERFACE+BCI Search BRAIN+COMPUTER+INTERFACE+BCI
4 P300 582753 5% 36% 920 Search P300 Search P300
5 NEUROFEEDBACK 419007 2% 73% 327 Search NEUROFEEDBACK Search NEUROFEEDBACK
6 ELECTROENCEPHALOGRAM EEG 316817 2% 53% 339 Search ELECTROENCEPHALOGRAM+EEG Search ELECTROENCEPHALOGRAM+EEG
7 EVENT RELATED POTENTIALS 315108 6% 18% 1015 Search EVENT+RELATED+POTENTIALS Search EVENT+RELATED+POTENTIALS
8 ELECTROENCEPHALOGRAPHY 301220 5% 21% 818 Search ELECTROENCEPHALOGRAPHY Search ELECTROENCEPHALOGRAPHY
9 MAGNETOENCEPHALOGRAPHY 282603 4% 25% 655 Search MAGNETOENCEPHALOGRAPHY Search MAGNETOENCEPHALOGRAPHY
10 ELECTROENCEPHALOGRAPHY EEG 220888 2% 43% 296 Search ELECTROENCEPHALOGRAPHY+EEG Search ELECTROENCEPHALOGRAPHY+EEG

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref. in
cl.		 Shr. of ref. in
cl.		 Citations
1 POLICH, J , (2007) UPDATING P300: AN INTEGRATIVE THEORY OF P3A AND P3B.CLINICAL NEUROPHYSIOLOGY. VOL. 118. ISSUE 10. P. 2128-2148 201 83% 2015
2 NICOLAS-ALONSO, LF , GOMEZ-GIL, J , (2012) BRAIN COMPUTER INTERFACES, A REVIEW.SENSORS. VOL. 12. ISSUE 2. P. 1211 -1279 164 67% 199
3 FATOURECHI, M , BASHASHATI, A , WARD, RK , BIRCH, GE , (2007) EMG AND EOG ARTIFACTS IN BRAIN COMPUTER INTERFACE SYSTEMS: A SURVEY.CLINICAL NEUROPHYSIOLOGY. VOL. 118. ISSUE 3. P. 480 -494 164 96% 170
4 STAM, CJ , (2005) NONLINEAR DYNAMICAL ANALYSIS OF EEG AND MEG: REVIEW OF AN EMERGING FIELD.CLINICAL NEUROPHYSIOLOGY. VOL. 116. ISSUE 10. P. 2266 -2301 215 54% 492
5 MICHEL, CM , MURRAY, MM , LANTZ, G , GONZALEZ, S , SPINELLI, L , DE PERALTA, RG , (2004) EEG SOURCE IMAGING.CLINICAL NEUROPHYSIOLOGY. VOL. 115. ISSUE 10. P. 2195-2222 141 73% 767
6 BASHASHATI, A , FATOURECHI, M , WARD, RK , BIRCH, GE , (2007) A SURVEY OF SIGNAL PROCESSING ALGORITHMS IN BRAIN-COMPUTER INTERFACES BASED ON ELECTRICAL BRAIN SIGNALS.JOURNAL OF NEURAL ENGINEERING. VOL. 4. ISSUE 2. P. R32 -R57 148 82% 218
7 GAO, SK , WANG, YJ , GAO, XR , HONG, B , (2014) VISUAL AND AUDITORY BRAIN-COMPUTER INTERFACES.IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. VOL. 61. ISSUE 5. P. 1436 -1447 110 89% 43
8 KAMARAJAN, C , PORJESZ, B , (2015) ADVANCES IN ELECTROPHYSIOLOGICAL RESEARCH.ALCOHOL RESEARCH-CURRENT REVIEWS. VOL. 37. ISSUE 1. P. 53 -87 216 55% 3
9 KLIMESCH, W , SAUSENG, P , HANSLMAYR, S , (2007) EEG ALPHA OSCILLATIONS: THE INHIBITION-TIMING HYPOTHESIS.BRAIN RESEARCH REVIEWS. VOL. 53. ISSUE 1. P. 63 -88 98 62% 941
10 GALDERISI, S , MUCCI, A , VOLPE, U , BOUTROS, N , (2009) EVIDENCE-BASED MEDICINE AND ELECTROPHYSIOLOGY IN SCHIZOPHRENIA.CLINICAL EEG AND NEUROSCIENCE. VOL. 40. ISSUE 2. P. 62-77 146 84% 32

Classes with closest relation at Level 2


Rank Class id link
1 1361 MISMATCH NEGATIVITY//PREPULSE INHIBITION//AUDITORY CORTEX
2 518 NEUROIMAGE//FMRI//BOLD
3 481 NEURAL COMPUTATION//JOURNAL OF COMPUTATIONAL NEUROSCIENCE//SPIKING NEURAL NETWORKS
4 97 PSYCHOLOGY, EXPERIMENTAL//WORKING MEMORY//JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE
5 2908 ZHURNAL VYSSHEI NERVNOI DEYATELNOSTI IMENI I P PAVLOVA//HIGHER NERVOUS ACT NEUROPHYSIOL//PHYSIOLOGY
6 2705 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS
7 3876 NEUROTROPIN//BUDIPINE//HYPERVENTILATION INDUCED NYSTAGMUS
8 520 TRANSCRANIAL MAGNETIC STIMULATION//MOTOR EVOKED POTENTIALS//TRANSCRANIAL DIRECT CURRENT STIMULATION
9 1151 ECONOPHYSICS//PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS//DETRENDED FLUCTUATION ANALYSIS
10 2511 PHOTOPLETHYSMOGRAPHY//ELECTROCARDIOGRAM ECG//ECG

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