Class information for:
Level 1: BRAIN COMPUTER INTERFACE//BRAIN COMPUTER INTERFACE BCI//BCI

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
2295 2291 38.6 68%


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
2295 1                   BRAIN COMPUTER INTERFACE//BRAIN COMPUTER INTERFACE BCI//BCI 2291

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 BRAIN COMPUTER INTERFACE authKW 5610371 29% 64% 655
2 BRAIN COMPUTER INTERFACE BCI authKW 4832454 20% 81% 447
3 BCI authKW 1129204 6% 61% 139
4 JOURNAL OF NEURAL ENGINEERING journal 733240 12% 21% 264
5 COMMON SPATIAL PATTERNS authKW 616816 2% 86% 54
6 STEADY STATE VISUAL EVOKED POTENTIAL SSVEP authKW 601339 2% 79% 57
7 KNOWLEDGE DISCOVERY address 570502 4% 48% 89
8 BRAIN COMP INTER ES address 558066 3% 60% 70
9 P300 SPELLER authKW 520061 2% 98% 40
10 ELECTROENCEPHALOGRAM EEG authKW 510499 7% 25% 156

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 Engineering, Biomedical 55104 39% 0% 890
2 Neurosciences 12732 44% 0% 1001
3 Rehabilitation 6210 11% 0% 255
4 Computer Science, Artificial Intelligence 5491 13% 0% 303
5 Medical Informatics 3230 5% 0% 109
6 Computer Science, Cybernetics 2187 3% 0% 68
7 Mathematical & Computational Biology 1856 5% 0% 126
8 Neuroimaging 1269 3% 0% 70
9 Clinical Neurology 844 10% 0% 224
10 Robotics 645 2% 0% 37

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 KNOWLEDGE DISCOVERY 570502 4% 48% 89
2 BRAIN COMP INTER ES 558066 3% 60% 70
3 MED PSYCHOL BEHAV NEUROBIOL 212057 5% 15% 109
4 LUDWIG BOLTZMANN MED INFORMAT NEUROINFORMA 196805 1% 62% 24
5 NEUROTECHNOL GRP 180745 1% 59% 23
6 NEUROELECT IMAGING BCI 167898 1% 60% 21
7 BCI GRP 133266 0% 100% 10
8 BRAIN COMP INTER E 118528 1% 68% 13
9 HUMAN COMP INTER ES 117627 1% 55% 16
10 TEAM PHYPA 107944 0% 90% 9

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 JOURNAL OF NEURAL ENGINEERING 733240 12% 21% 264
2 IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 268236 7% 13% 158
3 IEEE TRANSACTIONS ON REHABILITATION ENGINEERING 49037 1% 20% 18
4 FRONTIERS IN NEUROSCIENCE 26918 3% 3% 65
5 BIOMEDICAL SIGNAL PROCESSING AND CONTROL 25334 2% 5% 42
6 IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 24981 5% 2% 121
7 CLINICAL NEUROPHYSIOLOGY 22856 4% 2% 93
8 JOURNAL OF NEUROENGINEERING AND REHABILITATION 21094 2% 4% 37
9 COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 15276 1% 5% 24
10 INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 14411 1% 4% 26

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 BRAIN COMPUTER INTERFACE 5610371 29% 64% 655 Search BRAIN+COMPUTER+INTERFACE Search BRAIN+COMPUTER+INTERFACE
2 BRAIN COMPUTER INTERFACE BCI 4832454 20% 81% 447 Search BRAIN+COMPUTER+INTERFACE+BCI Search BRAIN+COMPUTER+INTERFACE+BCI
3 BCI 1129204 6% 61% 139 Search BCI Search BCI
4 COMMON SPATIAL PATTERNS 616816 2% 86% 54 Search COMMON+SPATIAL+PATTERNS Search COMMON+SPATIAL+PATTERNS
5 STEADY STATE VISUAL EVOKED POTENTIAL SSVEP 601339 2% 79% 57 Search STEADY+STATE+VISUAL+EVOKED+POTENTIAL+SSVEP Search STEADY+STATE+VISUAL+EVOKED+POTENTIAL+SSVEP
6 P300 SPELLER 520061 2% 98% 40 Search P300+SPELLER Search P300+SPELLER
7 ELECTROENCEPHALOGRAM EEG 510499 7% 25% 156 Search ELECTROENCEPHALOGRAM+EEG Search ELECTROENCEPHALOGRAM+EEG
8 MOTOR IMAGERY 479534 8% 20% 178 Search MOTOR+IMAGERY Search MOTOR+IMAGERY
9 BRAIN COMPUTER INTERFACES BCI 413653 2% 80% 39 Search BRAIN+COMPUTER+INTERFACES+BCI Search BRAIN+COMPUTER+INTERFACES+BCI
10 MOTOR IMAGERY MI 374807 1% 94% 30 Search MOTOR+IMAGERY+MI Search MOTOR+IMAGERY+MI

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 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 141 78% 218
2 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 -494 136 80% 170
3 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 103 83% 43
4 NICOLAS-ALONSO, LF , GOMEZ-GIL, J , (2012) BRAIN COMPUTER INTERFACES, A REVIEW.SENSORS. VOL. 12. ISSUE 2. P. 1211 -1279 130 53% 199
5 MASON, SG , BASHASHATI, A , FATOURECHI, M , NAVARRO, KF , BIRCH, GE , (2007) A COMPREHENSIVE SURVEY OF BRAIN INTERFACE TECHNOLOGY DESIGNS.ANNALS OF BIOMEDICAL ENGINEERING. VOL. 35. ISSUE 2. P. 137 -169 99 83% 119
6 THOMPSON, DE , BLAIN-MORAES, S , HUGGINS, JE , (2013) PERFORMANCE ASSESSMENT IN BRAIN-COMPUTER INTERFACE-BASED AUGMENTATIVE AND ALTERNATIVE COMMUNICATION.BIOMEDICAL ENGINEERING ONLINE. VOL. 12. ISSUE . P. - 80 94% 14
7 HWANG, HJ , KIM, S , CHOI, S , IM, CH , (2013) EEG-BASED BRAIN-COMPUTER INTERFACES: A THOROUGH LITERATURE SURVEY.INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION. VOL. 29. ISSUE 12. P. 814 -826 89 71% 24
8 FARADJI, F , WARD, RK , BIRCH, GE , (2011) TOWARD DEVELOPMENT OF A TWO-STATE BRAIN-COMPUTER INTERFACE BASED ON MENTAL TASKS.JOURNAL OF NEURAL ENGINEERING. VOL. 8. ISSUE 4. P. - 74 94% 3
9 ALLISON, BZ , WOLPAW, EW , WOLPAW, AR , (2007) BRAIN-COMPUTER INTERFACE SYSTEMS: PROGRESS AND PROSPECTS.EXPERT REVIEW OF MEDICAL DEVICES. VOL. 4. ISSUE 4. P. 463-474 91 66% 119
10 HALDER, S , KATHNER, I , KUBLER, A , (2016) TRAINING LEADS TO INCREASED AUDITORY BRAIN-COMPUTER INTERFACE PERFORMANCE OF END-USERS WITH MOTOR IMPAIRMENTS.CLINICAL NEUROPHYSIOLOGY. VOL. 127. ISSUE 2. P. 1288 -1296 51 82% 6

Classes with closest relation at Level 1


Rank Class id link
1 8252 BRAIN MACHINE INTERFACE//ELECTROCORTICOGRAPHY//NEURAL DECODING
2 37039 SECT PL ELECT//AUTONOMOUS SYSTEM SECURITY//BIOMETRIC PROTOCOLS
3 11742 OCULAR ARTIFACT//ARTIFACT REMOVAL//ELECTROOCULOGRAM EOG
4 15799 NEUROFEEDBACK//REAL TIME FMRI//EEG BIOFEEDBACK
5 20324 MORSE CODE//MOUSE DRIVER//ASSISTIVE TECHNOLOGIES ATS
6 10254 BEREITSCHAFTSPOTENTIAL//MOVEMENT RELATED POTENTIALS//READINESS POTENTIAL
7 18670 DRY ELECTRODE//CAPACITIVE ELECTRODE//PHYS ELECT QUANTUM TECHNOL
8 3510 THETA//ALPHA//CROSS FREQUENCY COUPLING
9 4458 SEIZURE PREDICTION//SEIZURE DETECTION//ELECTROENCEPHALOGRAM EEG SIGNALS
10 6901 MOTOR IMAGERY//MENTAL PRACTICE//MENTAL CHRONOMETRY

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