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

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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
148 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//ROUGH SETS 65230
472 2             IEEE TRANSACTIONS ON NEURAL NETWORKS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//EXTREME LEARNING MACHINE 16106
10662 1                   SYSTEMATICITY//RECURRENT NEURAL NETWORKS//CONNECTIONISM 1074

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SYSTEMATICITY authKW 602905 3% 62% 33
2 RECURRENT NEURAL NETWORKS authKW 394520 12% 11% 124
3 CONNECTIONISM authKW 320362 5% 20% 55
4 LONG TERM DEPENDENCIES authKW 264093 1% 100% 9
5 SUBSYMBOLS authKW 146718 0% 100% 5
6 SPARSE DISTRIBUTED MEMORY authKW 130708 1% 64% 7
7 LONG SHORT TERM MEMORY authKW 130485 1% 34% 13
8 RECURSIVE NEURAL NETWORKS authKW 120713 1% 34% 12
9 DISTRIBUTED REPRESENTATIONS authKW 115309 1% 30% 13
10 ADAPTIVE PROCESSING OF DATA STRUCTURES authKW 104796 0% 71% 5

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 44506 53% 0% 572
2 Computer Science, Theory & Methods 2853 15% 0% 157
3 Psychology, Biological 1039 4% 0% 39
4 Psychology, Experimental 1022 7% 0% 76
5 Neurosciences 875 19% 0% 199
6 Philosophy 848 5% 0% 50
7 Linguistics 393 3% 0% 34
8 History & Philosophy of Science 368 2% 0% 23
9 Engineering, Electrical & Electronic 339 13% 0% 138
10 Computer Science, Information Systems 336 5% 0% 56

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MATH NEUROINFORMAT GRP 102696 1% 50% 7
2 GUELPH NAT COMPUTAT GRP 66022 0% 75% 3
3 TECH COGNIT 66022 0% 75% 3
4 CPE BMS 39124 0% 67% 2
5 COGNIT SCI PROGRAMME 37724 0% 43% 3
6 INT COMPUTAT LOG 37724 0% 43% 3
7 ARTIFICIAL INTELLIGENCE COMMUN GRP 29344 0% 100% 1
8 CNRSUMI 2955 29344 0% 100% 1
9 COGNIT BEHAB SCI GRP 29344 0% 100% 1
10 COVILHA 29344 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MINDS AND MACHINES 93452 4% 8% 40
2 CONNECTION SCIENCE 66247 3% 8% 28
3 IEEE TRANSACTIONS ON NEURAL NETWORKS 35327 5% 2% 59
4 NEURAL COMPUTATION 31783 5% 2% 53
5 NEURAL NETWORKS 20013 4% 1% 47
6 BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES 15929 1% 5% 10
7 COGNITIVE SCIENCE 9814 2% 2% 21
8 BRITISH JOURNAL OF HEALTHCARE COMPUTING & INFORMATION MANAGEMENT 9780 0% 33% 1
9 PHILOSOPHICAL PSYCHOLOGY 9517 2% 2% 17
10 NEUROCOMPUTING 8610 5% 1% 55

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 SYSTEMATICITY 602905 3% 62% 33 Search SYSTEMATICITY Search SYSTEMATICITY
2 RECURRENT NEURAL NETWORKS 394520 12% 11% 124 Search RECURRENT+NEURAL+NETWORKS Search RECURRENT+NEURAL+NETWORKS
3 CONNECTIONISM 320362 5% 20% 55 Search CONNECTIONISM Search CONNECTIONISM
4 LONG TERM DEPENDENCIES 264093 1% 100% 9 Search LONG+TERM+DEPENDENCIES Search LONG+TERM+DEPENDENCIES
5 SUBSYMBOLS 146718 0% 100% 5 Search SUBSYMBOLS Search SUBSYMBOLS
6 SPARSE DISTRIBUTED MEMORY 130708 1% 64% 7 Search SPARSE+DISTRIBUTED+MEMORY Search SPARSE+DISTRIBUTED+MEMORY
7 LONG SHORT TERM MEMORY 130485 1% 34% 13 Search LONG+SHORT+TERM+MEMORY Search LONG+SHORT+TERM+MEMORY
8 RECURSIVE NEURAL NETWORKS 120713 1% 34% 12 Search RECURSIVE+NEURAL+NETWORKS Search RECURSIVE+NEURAL+NETWORKS
9 DISTRIBUTED REPRESENTATIONS 115309 1% 30% 13 Search DISTRIBUTED+REPRESENTATIONS Search DISTRIBUTED+REPRESENTATIONS
10 ADAPTIVE PROCESSING OF DATA STRUCTURES 104796 0% 71% 5 Search ADAPTIVE+PROCESSING+OF+DATA+STRUCTURES Search ADAPTIVE+PROCESSING+OF+DATA+STRUCTURES

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 22933 ECHO STATE NETWORK//RESERVOIR COMPUTING//LIQUID STATE MACHINE
2 20414 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
3 18056 HYPERCOMPUTATION//CHURCH TURING THESIS//ANALOG COMPUTATION
4 11812 TURING TEST//MINDS AND MACHINES//CHINESE ROOM
5 7268 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//IEEE TRANSACTIONS ON NEURAL NETWORKS
6 35777 CATASTROPHIC INTERFERENCE//CATASTROPHIC FORGETTING//PSEUDOREHEARSAL
7 10232 EVOLUTIONARY ROBOTICS//NEUROEVOLUTION//ARTIFICIAL LIFE
8 33996 GRP COGNIT SYST MODELING//LAKSANA//CONTEXT DEPENDENT ASSOCIATIVE MEMORIES
9 37100 ANNEALING ROBUST LEARNING ALGORITHM//ROBUST LEARNING ALGORITHM//ESTIMATION QUALITY
10 37508 CONSCIOUSNESS THEORIES//ENGAGED PHILOSOPHY//GAREN

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