Class information for:
Level 1: NEUROECONOMICS//REWARD//REINFORCEMENT LEARNING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
972 2929 61.4 84%


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
76 3       NEUROSCIENCES//DOPAMINE//SEROTONIN 81359
75 2             NUCLEUS ACCUMBENS//DOPAMINE//COCAINE 27976
972 1                   NEUROECONOMICS//REWARD//REINFORCEMENT LEARNING 2929

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 NEUROECONOMICS authKW 615221 5% 40% 148
2 REWARD authKW 426459 14% 10% 418
3 REINFORCEMENT LEARNING authKW 217478 8% 9% 223
4 WELLCOME TRUST NEUROIMAGING address 203475 5% 12% 161
5 ORBITOFRONTAL CORTEX authKW 199303 5% 14% 134
6 GATSBY COMPUTAT NEUROSCI UNIT address 153077 2% 21% 71
7 SECT NEUROBIOL LEARNING MEMORY address 109700 1% 53% 20
8 SOCIAL NEURAL SYST address 108592 2% 22% 48
9 VENTRAL STRIATUM authKW 106625 3% 13% 78
10 HUMAN NEUROIMAGING address 97779 1% 45% 21

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 62991 83% 0% 2433
2 Neuroimaging 9574 7% 0% 211
3 Behavioral Sciences 5718 10% 0% 302
4 Psychology, Experimental 4193 9% 0% 251
5 Psychology 2143 6% 0% 187
6 Radiology, Nuclear Medicine & Medical Imaging 622 7% 0% 201
7 Psychology, Multidisciplinary 464 3% 0% 98
8 Physiology 202 4% 0% 114
9 Psychiatry 175 4% 0% 115
10 Computer Science, Artificial Intelligence 161 3% 0% 75

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 WELLCOME TRUST NEUROIMAGING 203475 5% 12% 161
2 GATSBY COMPUTAT NEUROSCI UNIT 153077 2% 21% 71
3 SECT NEUROBIOL LEARNING MEMORY 109700 1% 53% 20
4 SOCIAL NEURAL SYST 108592 2% 22% 48
5 HUMAN NEUROIMAGING 97779 1% 45% 21
6 COMPUTAT NEURAL SYST PROGRAM 80816 1% 23% 34
7 WM KECK BRAIN PLAST COGNIT 80175 0% 77% 10
8 COMPUTAT PSYCHIAT UNIT 75038 0% 60% 12
9 COGNIT NEUROL DEMENTIA 66674 1% 27% 24
10 NEURAL SCI 50830 3% 5% 100

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 NEUROSCIENCE 50587 14% 1% 405
2 COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 40401 2% 7% 56
3 NEURON 38539 6% 2% 174
4 FRONTIERS IN NEUROSCIENCE 30309 3% 4% 78
5 NATURE NEUROSCIENCE 26957 3% 3% 100
6 NEUROIMAGE 21920 6% 1% 163
7 SOCIAL COGNITIVE AND AFFECTIVE NEUROSCIENCE 21123 2% 4% 48
8 CURRENT OPINION IN NEUROBIOLOGY 12779 2% 2% 54
9 TRENDS IN COGNITIVE SCIENCES 11486 1% 3% 38
10 JOURNAL OF NEUROSCIENCE PSYCHOLOGY AND ECONOMICS 11093 0% 12% 9

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 NEUROECONOMICS 615221 5% 40% 148 Search NEUROECONOMICS Search NEUROECONOMICS
2 REWARD 426459 14% 10% 418 Search REWARD Search REWARD
3 REINFORCEMENT LEARNING 217478 8% 9% 223 Search REINFORCEMENT+LEARNING Search REINFORCEMENT+LEARNING
4 ORBITOFRONTAL CORTEX 199303 5% 14% 134 Search ORBITOFRONTAL+CORTEX Search ORBITOFRONTAL+CORTEX
5 VENTRAL STRIATUM 106625 3% 13% 78 Search VENTRAL+STRIATUM Search VENTRAL+STRIATUM
6 DECISION MAKING 90330 13% 2% 385 Search DECISION+MAKING Search DECISION+MAKING
7 PREDICTION ERROR 81997 2% 13% 62 Search PREDICTION+ERROR Search PREDICTION+ERROR
8 VENTROMEDIAL PREFRONTAL CORTEX 73477 1% 17% 42 Search VENTROMEDIAL+PREFRONTAL+CORTEX Search VENTROMEDIAL+PREFRONTAL+CORTEX
9 REWARD PREDICTION ERROR 70335 1% 38% 18 Search REWARD+PREDICTION+ERROR Search REWARD+PREDICTION+ERROR
10 CONSUMER NEUROSCIENCE 70059 0% 61% 11 Search CONSUMER+NEUROSCIENCE Search CONSUMER+NEUROSCIENCE

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 SCHULTZ, W , (2015) NEURONAL REWARD AND DECISION SIGNALS: FROM THEORIES TO DATA.PHYSIOLOGICAL REVIEWS. VOL. 95. ISSUE 3. P. 853 -951 221 40% 43
2 STALNAKER, TA , COOCH, NK , SCHOENBAUM, G , (2015) WHAT THE ORBITOFRONTAL CORTEX DOES NOT DO.NATURE NEUROSCIENCE. VOL. 18. ISSUE 5. P. 620 -627 102 78% 39
3 RUSHWORTH, MFS , NOONAN, MP , BOORMAN, ED , WALTON, ME , BEHRENS, TE , (2011) FRONTAL CORTEX AND REWARD-GUIDED LEARNING AND DECISION-MAKING.NEURON. VOL. 70. ISSUE 6. P. 1054 -1069 83 78% 294
4 CHASE, HW , KUMAR, P , EICKHOFF, SB , DOMBROVSKI, AY , (2015) REINFORCEMENT LEARNING MODELS AND THEIR NEURAL CORRELATES: AN ACTIVATION LIKELIHOOD ESTIMATION META-ANALYSIS.COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE. VOL. 15. ISSUE 2. P. 435 -459 102 76% 11
5 CLITHERO, JA , RANGEL, A , (2014) INFORMATIC PARCELLATION OF THE NETWORK INVOLVED IN THE COMPUTATION OF SUBJECTIVE VALUE.SOCIAL COGNITIVE AND AFFECTIVE NEUROSCIENCE. VOL. 9. ISSUE 9. P. 1289 -1302 88 62% 76
6 KENNERLEY, SW , WALTON, ME , (2011) DECISION MAKING AND REWARD IN FRONTAL CORTEX: COMPLEMENTARY EVIDENCE FROM NEUROPHYSIOLOGICAL AND NEUROPSYCHOLOGICAL STUDIES.BEHAVIORAL NEUROSCIENCE. VOL. 125. ISSUE 3. P. 297-317 124 65% 40
7 NOONAN, MP , KOLLING, N , WALTON, ME , RUSHWORTH, MFS , (2012) RE-EVALUATING THE ROLE OF THE ORBITOFRONTAL CORTEX IN REWARD AND REINFORCEMENT.EUROPEAN JOURNAL OF NEUROSCIENCE. VOL. 35. ISSUE 7. P. 997 -1010 83 74% 62
8 HABER, SN , KNUTSON, B , (2010) THE REWARD CIRCUIT: LINKING PRIMATE ANATOMY AND HUMAN IMAGING.NEUROPSYCHOPHARMACOLOGY. VOL. 35. ISSUE 1. P. 4 -26 88 34% 885
9 DIEKHOF, EK , KAPS, L , FALKAI, P , GRUBER, O , (2012) THE ROLE OF THE HUMAN VENTRAL STRIATUM AND THE MEDIAL ORBITOFRONTAL CORTEX IN THE REPRESENTATION OF REWARD MAGNITUDE - AN ACTIVATION LIKELIHOOD ESTIMATION META-ANALYSIS OF NEUROIMAGING STUDIES OF PASSIVE REWARD EXPECTANCY AND OUTCOME PROCESSING.NEUROPSYCHOLOGIA. VOL. 50. ISSUE 7. P. 1252 -1266 79 69% 89
10 DANIEL, R , POLLMANN, S , (2014) A UNIVERSAL ROLE OF THE VENTRAL STRIATUM IN REWARD-BASED LEARNING: EVIDENCE FROM HUMAN STUDIES.NEUROBIOLOGY OF LEARNING AND MEMORY. VOL. 114. ISSUE . P. 90 -100 88 69% 17

Classes with closest relation at Level 1


Rank Class id link
1 19148 SIGN TRACKING//PAVLOVIAN INSTRUMENTAL TRANSFER//GOAL TRACKING
2 28343 ULTIMATUM GAME//ALTRUISTIC PUNISHMENT//ECONOMICAL DECISION MAKING
3 12241 IOWA GAMBLING TASK//GAMBLING TASK//GAME OF DICE TASK
4 23888 ACTIVE INFERENCE//PREDICTIVE CODING//WELLCOME TRUST NEUROIMAGING
5 9765 PERCEPTUAL DECISION MAKING//FISIOL CELULAR NEUROCIENCIAS//SPEED ACCURACY TRADE OFF
6 21057 CONTEXT PROCESSING//FUNCT IMAGING SECT PSYCHIAT//SALIENCE ATTRIBUTION TEST
7 14866 ANERGIA//EFFORT BASED DECISION MAKING//OPERANT
8 2066 ERROR RELATED NEGATIVITY//ERN//FEEDBACK RELATED NEGATIVITY
9 15614 DEVELOPMENTAL COGNITIVE NEUROSCIENCE//RISK TAKING//SACKLER DEV PSYCHOBIOL
10 9324 FRONTAL EYE FIELD//SUPPLEMENTARY EYE FIELD//LATERAL INTRAPARIETAL AREA

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