Class information for:
Level 1: SYSTEMATICITY//RECURRENT NEURAL NETWORKS//CONNECTIONISM

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
10107 1091 31.2 35%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
695 2             IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE//NEURAL NETWORKS 13054
10107 1                   SYSTEMATICITY//RECURRENT NEURAL NETWORKS//CONNECTIONISM 1091

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 SYSTEMATICITY authKW 597578 3% 65% 33
2 RECURRENT NEURAL NETWORKS authKW 446960 12% 12% 131
3 CONNECTIONISM authKW 255273 5% 18% 50
4 LONG TERM DEPENDENCIES authKW 251882 1% 100% 9
5 LONG SHORT TERM MEMORY authKW 163081 1% 45% 13
6 SUBSYMBOLS authKW 139934 0% 100% 5
7 RECURSIVE NEURAL NETWORKS authKW 135120 1% 37% 13
8 SPARSE DISTRIBUTED MEMORY authKW 124664 1% 64% 7
9 VECTOR SYMBOLIC ARCHITECTURE authKW 116610 0% 83% 5
10 DISTRIBUTED REPRESENTATIONS authKW 112596 1% 31% 13

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 Computer Science, Artificial Intelligence 47903 54% 0% 594
2 Computer Science, Theory & Methods 3378 16% 0% 172
3 Psychology, Biological 1061 4% 0% 40
4 Neurosciences 925 19% 0% 206
5 Psychology, Experimental 718 6% 0% 65
6 Philosophy 643 4% 0% 44
7 Engineering, Electrical & Electronic 402 14% 0% 148
8 History & Philosophy of Science 364 2% 0% 23
9 Computer Science, Information Systems 336 5% 0% 56
10 Ethics 263 2% 0% 19

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 MATH NEUROINFORMAT GRP 97947 1% 50% 7
2 GUELPH NAT COMPUTAT GRP 62969 0% 75% 3
3 ADV BRAIN COGNIT STUDIES 55974 0% 100% 2
4 ADV IND INCUBAT 55974 0% 100% 2
5 MITI GRP 37314 0% 67% 2
6 COGNIT SCI PROGRAMME 35980 0% 43% 3
7 INT COMPUTAT LOG 35980 0% 43% 3
8 ANALYSE COGNIT INFORMAT LANCI 27987 0% 100% 1
9 ARTIFICIAL INTELLIGENCE COMMUN GRP 27987 0% 100% 1
10 CNRS ENSEA UCP 27987 0% 100% 1

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 CONNECTION SCIENCE 67462 3% 9% 28
2 MINDS AND MACHINES 65963 3% 7% 34
3 IEEE TRANSACTIONS ON NEURAL NETWORKS 46099 6% 2% 69
4 NEURAL COMPUTATION 41371 6% 2% 61
5 BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES 23409 1% 7% 12
6 NEURAL NETWORKS 22170 5% 2% 50
7 PHILOSOPHICAL PSYCHOLOGY 10448 2% 2% 18
8 NEURAL PROCESSING LETTERS 10325 2% 2% 19
9 MIND & LANGUAGE 9681 1% 2% 14
10 BRITISH JOURNAL OF HEALTHCARE COMPUTING & INFORMATION MANAGEMENT 9328 0% 33% 1

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 SYSTEMATICITY 597578 3% 65% 33 Search SYSTEMATICITY Search SYSTEMATICITY
2 RECURRENT NEURAL NETWORKS 446960 12% 12% 131 Search RECURRENT+NEURAL+NETWORKS Search RECURRENT+NEURAL+NETWORKS
3 CONNECTIONISM 255273 5% 18% 50 Search CONNECTIONISM Search CONNECTIONISM
4 LONG TERM DEPENDENCIES 251882 1% 100% 9 Search LONG+TERM+DEPENDENCIES Search LONG+TERM+DEPENDENCIES
5 LONG SHORT TERM MEMORY 163081 1% 45% 13 Search LONG+SHORT+TERM+MEMORY Search LONG+SHORT+TERM+MEMORY
6 SUBSYMBOLS 139934 0% 100% 5 Search SUBSYMBOLS Search SUBSYMBOLS
7 RECURSIVE NEURAL NETWORKS 135120 1% 37% 13 Search RECURSIVE+NEURAL+NETWORKS Search RECURSIVE+NEURAL+NETWORKS
8 SPARSE DISTRIBUTED MEMORY 124664 1% 64% 7 Search SPARSE+DISTRIBUTED+MEMORY Search SPARSE+DISTRIBUTED+MEMORY
9 VECTOR SYMBOLIC ARCHITECTURE 116610 0% 83% 5 Search VECTOR+SYMBOLIC+ARCHITECTURE Search VECTOR+SYMBOLIC+ARCHITECTURE
10 DISTRIBUTED REPRESENTATIONS 112596 1% 31% 13 Search DISTRIBUTED+REPRESENTATIONS Search DISTRIBUTED+REPRESENTATIONS

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 JACOBSSON, H , (2005) RULE EXTRACTION FROM RECURRENT NEURAL NETWORKS: A TAXONOMY AND REVIEW.NEURAL COMPUTATION. VOL. 17. ISSUE 6. P. 1223 -1263 32 73% 53
2 GRUNING, A , (2006) STACK-LIKE AND QUEUE-LIKE DYNAMICS IN RECURRENT NEURAL NETWORKS.CONNECTION SCIENCE. VOL. 18. ISSUE 1. P. 23 -42 24 86% 8
3 KREMER, SC , (2001) SPATIOTEMPORAL CONNECTIONIST NETWORKS: A TAXONOMY AND REVIEW.NEURAL COMPUTATION. VOL. 13. ISSUE 2. P. 249 -306 27 82% 37
4 CARRASCO, RC , FORCADA, ML , VALDES-MUNOZ, MA , NECO, RP , (2000) STABLE ENCODING OF FINITE-STATE MACHINES IN DISCRETE-TIME RECURRENT NEURAL NETS WITH SIGMOID UNITS.NEURAL COMPUTATION. VOL. 12. ISSUE 9. P. 2129-2174 23 96% 14
5 CHALUP, SK , BLAIR, AD , (2003) INCREMENTAL TRAINING OF FIRST ORDER RECURRENT NEURAL NETWORKS TO PREDICT A CONTEXT-SENSITIVE LANGUAGE.NEURAL NETWORKS. VOL. 16. ISSUE 7. P. 955 -972 24 77% 12
6 CARTLING, B , (2008) ON THE IMPLICIT ACQUISITION OF A CONTEXT-FREE GRAMMAR BY A SIMPLE RECURRENT NEURAL NETWORK.NEUROCOMPUTING. VOL. 71. ISSUE 7-9. P. 1527 -1537 17 89% 9
7 SOREL, M , SIMA, J , (2004) ROBUST RBF FINITE AUTOMATA.NEUROCOMPUTING. VOL. 62. ISSUE . P. 93 -110 19 90% 1
8 FRANK, SL , HASELAGER, WFG , VAN ROOIJ, I , (2009) CONNECTIONIST SEMANTIC SYSTEMATICITY.COGNITION. VOL. 110. ISSUE 3. P. 358 -379 24 57% 6
9 SUN, GZ , GILES, CL , CHEN, HH , (1998) THE NEURAL NETWORK PUSHDOWN AUTOMATON: ARCHITECTURE, DYNAMICS AND TRAINING.ADAPTIVE PROCESSING OF SEQUENCES AND DATA STRUCTURES. VOL. 1387. ISSUE . P. 296 -345 22 81% 8
10 PHILLIPS, S , WILSON, WH , (2016) SYSTEMATICITY AND A CATEGORICAL THEORY OF COGNITIVE ARCHITECTURE: UNIVERSAL CONSTRUCTION IN CONTEXT.FRONTIERS IN PSYCHOLOGY. VOL. 7. ISSUE . P. - 14 78% 0

Classes with closest relation at Level 1


Rank Class id link
1 22584 ECHO STATE NETWORK//RESERVOIR COMPUTING//LIQUID STATE MACHINE
2 21323 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
3 37405 UNIVERSAL PSYCHOMETRICS//AESTHETICS THEORY//AGENT POLICY
4 33246 EPISTEMOLOGY OF MUSIC RESEARCH//HIST CROATIAN MUS//MUSICOLOGY
5 28760 CONCEPTUAL ATOMISM//FREGE CASES//MIND & LANGUAGE
6 6790 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//ONLINE GRADIENT METHOD
7 17404 HYPERCOMPUTATION//CHURCH TURING THESIS//ANALOG COMPUTATION
8 37076 RUBBLIZATION//ADAPTIVE ACTIVATION FUNCTIONS//SPLINE NEURAL NETWORKS
9 12186 MINDS AND MACHINES//TURING TEST//COMPUTATIONALISM
10 34963 GRP COGNIT SYST MODELING//LAKSANA//CONTEXT DEPENDENT ASSOCIATIVE MEMORIES

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