Class information for:
Level 1: BRAIN MACHINE INTERFACE//ELECTROCORTICOGRAPHY//NEURAL DECODING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
8252 1275 47.5 77%


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
107 3       TRANSCRANIAL MAGNETIC STIMULATION//CEREBRAL PALSY//GAIT 71550
130 2             EXPERIMENTAL BRAIN RESEARCH//MOTOR CONTROL//JOURNAL OF MOTOR BEHAVIOR 23927
8252 1                   BRAIN MACHINE INTERFACE//ELECTROCORTICOGRAPHY//NEURAL DECODING 1275

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 MACHINE INTERFACE authKW 1463710 12% 40% 151
2 ELECTROCORTICOGRAPHY authKW 413696 7% 20% 87
3 NEURAL DECODING authKW 401183 3% 51% 33
4 BRAIN MACHINE INTERFACES BMIS authKW 345795 1% 76% 19
5 BRAIN MACHINE INTERFACE BMI authKW 316921 2% 44% 30
6 NEUROPROSTHETICS authKW 298136 3% 30% 41
7 JOURNAL OF NEURAL ENGINEERING journal 272173 9% 9% 120
8 ELECTROCORTICOGRAPHY ECOG authKW 183950 2% 35% 22
9 BRAIN COMPUTER INTERFACE authKW 181832 7% 9% 88
10 REHABIL RD SERV address 181489 1% 63% 12

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 20831 73% 0% 928
2 Engineering, Biomedical 7696 20% 0% 252
3 Neuroimaging 1679 5% 0% 59
4 Physiology 974 10% 0% 132
5 Rehabilitation 704 5% 0% 67
6 Clinical Neurology 353 9% 0% 111
7 Computer Science, Artificial Intelligence 329 5% 0% 61
8 Computer Science, Cybernetics 289 1% 0% 19
9 Mathematical & Computational Biology 146 2% 0% 29
10 Behavioral Sciences 97 2% 0% 31

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 REHABIL RD SERV 181489 1% 63% 12
2 NEURO TORAT NEUROTECHNOL 180295 1% 47% 16
3 BRAIN COMP INTER E RD PROGRAM 176339 1% 82% 9
4 COMM COMPUTAT NEUROSCI 172182 2% 28% 26
5 INNOVAT NEUROSCI TECHNOL 107756 1% 50% 9
6 QIUSHI ADV STUDIES 102900 2% 18% 24
7 STANFORD NEUROSCI 79337 1% 25% 13
8 BCI RD PROGRAM 76631 0% 80% 4
9 DAVID MAHONEY BRAIN BEHAV 73332 1% 44% 7
10 BCI RD PROGR 71843 0% 100% 3

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 272173 9% 9% 120
2 IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 54192 4% 4% 53
3 JOURNAL OF NEUROPHYSIOLOGY 15470 8% 1% 105
4 FRONTIERS IN NEUROSCIENCE 7724 2% 1% 26
5 IEEE PULSE 7572 1% 4% 8
6 NEURAL COMPUTATION 6398 2% 1% 26
7 CURRENT OPINION IN NEUROBIOLOGY 4870 2% 1% 22
8 JOURNAL OF NEUROSCIENCE METHODS 3933 3% 0% 35
9 NEUROIMAGE 3805 4% 0% 45
10 CLINICAL NEUROPHYSIOLOGY 3436 2% 1% 27

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 MACHINE INTERFACE 1463710 12% 40% 151 Search BRAIN+MACHINE+INTERFACE Search BRAIN+MACHINE+INTERFACE
2 ELECTROCORTICOGRAPHY 413696 7% 20% 87 Search ELECTROCORTICOGRAPHY Search ELECTROCORTICOGRAPHY
3 NEURAL DECODING 401183 3% 51% 33 Search NEURAL+DECODING Search NEURAL+DECODING
4 BRAIN MACHINE INTERFACES BMIS 345795 1% 76% 19 Search BRAIN+MACHINE+INTERFACES+BMIS Search BRAIN+MACHINE+INTERFACES+BMIS
5 BRAIN MACHINE INTERFACE BMI 316921 2% 44% 30 Search BRAIN+MACHINE+INTERFACE+BMI Search BRAIN+MACHINE+INTERFACE+BMI
6 NEUROPROSTHETICS 298136 3% 30% 41 Search NEUROPROSTHETICS Search NEUROPROSTHETICS
7 ELECTROCORTICOGRAPHY ECOG 183950 2% 35% 22 Search ELECTROCORTICOGRAPHY+ECOG Search ELECTROCORTICOGRAPHY+ECOG
8 BRAIN COMPUTER INTERFACE 181832 7% 9% 88 Search BRAIN+COMPUTER+INTERFACE Search BRAIN+COMPUTER+INTERFACE
9 PEDIATRIC EPILEPSY SURGERY 154352 1% 34% 19 Search PEDIATRIC+EPILEPSY+SURGERY Search PEDIATRIC+EPILEPSY+SURGERY
10 HIGH GAMMA 145610 1% 41% 15 Search HIGH+GAMMA Search HIGH+GAMMA

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 SHENOY, KV , CARMENA, JM , (2014) COMBINING DECODER DESIGN AND NEURAL ADAPTATION IN BRAIN-MACHINE INTERFACES.NEURON. VOL. 84. ISSUE 4. P. 665 -680 78 89% 15
2 BENSMAIA, SJ , MILLER, LE , (2014) RESTORING SENSORIMOTOR FUNCTION THROUGH INTRACORTICAL INTERFACES: PROGRESS AND LOOMING CHALLENGES.NATURE REVIEWS NEUROSCIENCE. VOL. 15. ISSUE 5. P. 313 -325 86 51% 41
3 KAO, JC , STAVISKY, SD , SUSSILLO, D , NUYUJUKIAN, P , SHENOY, KV , (2014) INFORMATION SYSTEMS OPPORTUNITIES IN BRAIN-MACHINE INTERFACE DECODERS.PROCEEDINGS OF THE IEEE. VOL. 102. ISSUE 5. P. 666 -682 65 78% 11
4 HOCHBERG, LR , BACHER, D , JAROSIEWICZ, B , MASSE, NY , SIMERAL, JD , VOGEL, J , HADDADIN, S , LIU, J , CASH, SS , VAN DER SMAGT, P , ET AL (2012) REACH AND GRASP BY PEOPLE WITH TETRAPLEGIA USING A NEURALLY CONTROLLED ROBOTIC ARM.NATURE. VOL. 485. ISSUE 7398. P. 372 -U121 27 84% 509
5 FLINT, RD , ROSENOW, JM , TATE, MC , SLUTZKY, MW , (2017) CONTINUOUS DECODING OF HUMAN GRASP KINEMATICS USING EPIDURAL AND SUBDURAL SIGNALS.JOURNAL OF NEURAL ENGINEERING. VOL. 14. ISSUE 1. P. - 56 85% 0
6 SCHROEDER, KE , CHESTEK, CA , (2016) INTRACORTICAL BRAIN-MACHINE INTERFACES ADVANCE SENSORIMOTOR NEUROSCIENCE.FRONTIERS IN NEUROSCIENCE. VOL. 10. ISSUE . P. - 57 78% 1
7 HOMER, ML , NURMIKKO, AV , DONOGHUE, JP , HOCHBERG, LR , (2013) SENSORS AND DECODING FOR INTRACORTICAL BRAIN COMPUTER INTERFACES.ANNUAL REVIEW OF BIOMEDICAL ENGINEERING, VOL 15. VOL. 15. ISSUE . P. 383 -405 62 69% 24
8 PEREL, S , SADTLER, PT , OBY, ER , RYU, SI , TYLER-KABARA, EC , BATISTA, AP , CHASE, SM , (2015) SINGLE-UNIT ACTIVITY, THRESHOLD CROSSINGS, AND LOCAL FIELD POTENTIALS IN MOTOR CORTEX DIFFERENTIALLY ENCODE REACH KINEMATICS.JOURNAL OF NEUROPHYSIOLOGY. VOL. 114. ISSUE 3. P. 1500 -1512 49 88% 2
9 FAN, JM , NUYUJUKIAN, P , KAO, JC , CHESTEK, CA , RYU, SI , SHENOY, KV , (2014) INTENTION ESTIMATION IN BRAIN-MACHINE INTERFACES.JOURNAL OF NEURAL ENGINEERING. VOL. 11. ISSUE 1. P. - 48 89% 6
10 JAROSIEWICZ, B , SARMA, AA , BACHER, D , MASSE, NY , SIMERAL, JD , SORICE, B , OAKLEY, EM , BLABE, C , PANDARINATH, C , GILJA, V , ET AL (2015) VIRTUAL TYPING BY PEOPLE WITH TETRAPLEGIA USING A SELF-CALIBRATING INTRACORTICAL BRAIN-COMPUTER INTERFACE.SCIENCE TRANSLATIONAL MEDICINE. VOL. 7. ISSUE 313. P. - 40 91% 11

Classes with closest relation at Level 1


Rank Class id link
1 2295 BRAIN COMPUTER INTERFACE//BRAIN COMPUTER INTERFACE BCI//BCI
2 8167 NEURAL PROBE//NEURAL ELECTRODE//NEURAL INTERFACE
3 11396 SPIKE SORTING//NEURAL AMPLIFIER//NEURAL RECORDING
4 32736 SCI FORMAT//NEUROL OPERAT UNIT//SIMPLE SPIKE ACTIVITY
5 7802 SUPPLEMENTARY MOTOR AREA//PREMOTOR CORTEX//PREMOTOR AREA
6 22053 MUSCLE SYNERGIES//MOTOR MODULES//NEUROMOTOR PHYSIOL
7 32495 RANDOM IMPULSE TRAIN//GENERALIZED LAGUERRE VOLTERRA MODEL//POINT PROCESS INPUTS
8 5795 MOTOR LEARNING//MOTOR ADAPTATION//VISUOMOTOR ADAPTATION
9 2048 PREHENSION//REACHING//GRASPING
10 4630 EQUILIBRIUM POINT HYPOTHESIS//INTERACTION TORQUE//ARM MOVEMENT

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