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

Basic class information
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
5 4 NEUROSCIENCES//CLINICAL NEUROLOGY//PSYCHOLOGY, EXPERIMENTAL 1830502
84 3       NEUROSCIENCES//TRANSCRANIAL MAGNETIC STIMULATION//EEG 82586
1754 2             JOURNAL OF NEURAL ENGINEERING//RETINAL PROSTHESIS//BRAIN MACHINE INTERFACE 6796
8764 1                   BRAIN MACHINE INTERFACE//NEURAL DECODING//BRAIN MACHINE INTERFACES BMIS 1251

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BRAIN MACHINE INTERFACE authKW 1533016 13% 39% 157
2 NEURAL DECODING authKW 434609 3% 49% 35
3 BRAIN MACHINE INTERFACES BMIS authKW 359870 2% 71% 20
4 BRAIN MACHINE INTERFACE BMI authKW 294411 2% 39% 30
5 NEUROPROSTHETICS authKW 252024 3% 26% 39
6 REHABIL RD SERV address 235113 1% 67% 14
7 JOURNAL OF NEURAL ENGINEERING journal 216175 9% 8% 108
8 COMM COMPUTAT NEUROSCI address 211821 2% 29% 29
9 NEURO TORAT NEUROTECHNOL address 211472 2% 44% 19
10 BRAIN COMPUTER INTERFACE authKW 143804 6% 7% 80

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Neurosciences 20587 73% 0% 912
2 Engineering, Biomedical 7094 19% 0% 241
3 Physiology 1931 14% 0% 177
4 Rehabilitation 865 6% 0% 73
5 Computer Science, Artificial Intelligence 564 6% 0% 77
6 Mathematical & Computational Biology 227 3% 0% 35
7 Computer Science, Cybernetics 201 1% 0% 16
8 Neuroimaging 153 2% 0% 19
9 Robotics 134 1% 0% 13
10 Biochemical Research Methods 104 4% 0% 50

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 REHABIL RD SERV 235113 1% 67% 14
2 COMM COMPUTAT NEUROSCI 211821 2% 29% 29
3 NEURO TORAT NEUROTECHNOL 211472 2% 44% 19
4 QIUSHI ADV STUDIES 131623 2% 19% 28
5 NEUROSCI STAT 123372 1% 29% 17
6 UC BERKELEY UCSF JOINT PROGRAM BIOENGN 89967 0% 71% 5
7 STANFORD NEUROSCI 89947 1% 24% 15
8 ADV ANALYT HLTH 75575 0% 100% 3
9 MED DEVICES NEUROMODULAT 75575 0% 100% 3
10 GROSSMAN STAT MIND 72864 1% 32% 9

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 JOURNAL OF NEURAL ENGINEERING 216175 9% 8% 108
2 IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 63896 5% 4% 59
3 JOURNAL OF NEUROPHYSIOLOGY 27373 11% 1% 137
4 NEURAL COMPUTATION 11199 3% 1% 34
5 FRONTIERS IN NEUROSCIENCE 6374 2% 1% 25
6 JOURNAL OF NEUROSCIENCE METHODS 5076 3% 1% 39
7 CURRENT OPINION IN NEUROBIOLOGY 4469 2% 1% 21
8 IEEE PULSE 3767 0% 3% 6
9 JOURNAL OF NEUROSCIENCE 3720 6% 0% 72
10 IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2989 2% 0% 31

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 BRAIN MACHINE INTERFACE 1533016 13% 39% 157 Search BRAIN+MACHINE+INTERFACE Search BRAIN+MACHINE+INTERFACE
2 NEURAL DECODING 434609 3% 49% 35 Search NEURAL+DECODING Search NEURAL+DECODING
3 BRAIN MACHINE INTERFACES BMIS 359870 2% 71% 20 Search BRAIN+MACHINE+INTERFACES+BMIS Search BRAIN+MACHINE+INTERFACES+BMIS
4 BRAIN MACHINE INTERFACE BMI 294411 2% 39% 30 Search BRAIN+MACHINE+INTERFACE+BMI Search BRAIN+MACHINE+INTERFACE+BMI
5 NEUROPROSTHETICS 252024 3% 26% 39 Search NEUROPROSTHETICS Search NEUROPROSTHETICS
6 BRAIN COMPUTER INTERFACE 143804 6% 7% 80 Search BRAIN+COMPUTER+INTERFACE Search BRAIN+COMPUTER+INTERFACE
7 MOTOR CORTEX 131348 10% 4% 120 Search MOTOR+CORTEX Search MOTOR+CORTEX
8 MOVEMENT DECODING 123435 1% 70% 7 Search MOVEMENT+DECODING Search MOVEMENT+DECODING
9 TRAJECTORY DECODING 100767 0% 100% 4 Search TRAJECTORY+DECODING Search TRAJECTORY+DECODING
10 NEURAL PROSTHETICS 90673 1% 30% 12 Search NEURAL+PROSTHETICS Search NEURAL+PROSTHETICS

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 25730 ELECTROCORTICOGRAPHY//HIGH FREQUENCY OSCILLATIONS HFOS//PEDIATRIC EPILEPSY SURGERY
2 3117 PREMOTOR CORTEX//EYE HAND COORDINATION//OPTIC ATAXIA
3 1928 BRAIN COMPUTER INTERFACE//BRAIN COMPUTER INTERFACE BCI//BCI
4 11553 SPIKE SORTING//SPIKE DETECTION//NEURAL AMPLIFIER
5 21667 MUSCLE SYNERGIES//MOTOR MODULES//NEUROMOTOR PHYSIOL
6 8072 NEURAL PROBE//NEURAL ELECTRODE//NEURAL INTERFACE
7 30978 THEORY OF CHAOS AND SELF ORGANIZATION//VOLTERRA MODELING//QUASI ATTRACTOR
8 4946 MOTOR LEARNING//MOTOR ADAPTATION//VISUOMOTOR ADAPTATION
9 3410 EQUILIBRIUM POINT HYPOTHESIS//INTERACTION TORQUE//ARM MOVEMENT
10 1316 NEURAL COMPUTATION//SYNFIRE CHAIN//SPIKE TRAIN

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