Class information for:
Level 1: SYSTEMATICITY//LONG TERM DEPENDENCIES//CONNECTIONISM

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
9248 1105 32.1 35%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
629 13118 NEURAL NETWORKS//IEEE TRANSACTIONS ON NEURAL NETWORKS//EXTREME LEARNING MACHINE

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 SYSTEMATICITY Author keyword 24 56% 3% 29
2 LONG TERM DEPENDENCIES Author keyword 21 90% 1% 9
3 CONNECTIONISM Author keyword 10 17% 5% 52
4 RAAM Author keyword 6 80% 0% 4
5 ADAPTIVE PROCESSING OF DATA STRUCTURES Author keyword 6 71% 0% 5
6 RECURSIVE NEURAL NETWORKS Author keyword 6 33% 1% 15
7 GUELPH NAT COMPUTAT GRP Address 4 75% 0% 3
8 RECRUITMENT LEARNING Author keyword 4 75% 0% 3
9 DISTRIBUTED REPRESENTATIONS Author keyword 4 27% 1% 12
10 LEARNING IN STRUCTURED DOMAINS Author keyword 3 57% 0% 4

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 SYSTEMATICITY 24 56% 3% 29 Search SYSTEMATICITY Search SYSTEMATICITY
2 LONG TERM DEPENDENCIES 21 90% 1% 9 Search LONG+TERM+DEPENDENCIES Search LONG+TERM+DEPENDENCIES
3 CONNECTIONISM 10 17% 5% 52 Search CONNECTIONISM Search CONNECTIONISM
4 RAAM 6 80% 0% 4 Search RAAM Search RAAM
5 ADAPTIVE PROCESSING OF DATA STRUCTURES 6 71% 0% 5 Search ADAPTIVE+PROCESSING+OF+DATA+STRUCTURES Search ADAPTIVE+PROCESSING+OF+DATA+STRUCTURES
6 RECURSIVE NEURAL NETWORKS 6 33% 1% 15 Search RECURSIVE+NEURAL+NETWORKS Search RECURSIVE+NEURAL+NETWORKS
7 RECRUITMENT LEARNING 4 75% 0% 3 Search RECRUITMENT+LEARNING Search RECRUITMENT+LEARNING
8 DISTRIBUTED REPRESENTATIONS 4 27% 1% 12 Search DISTRIBUTED+REPRESENTATIONS Search DISTRIBUTED+REPRESENTATIONS
9 LEARNING IN STRUCTURED DOMAINS 3 57% 0% 4 Search LEARNING+IN+STRUCTURED+DOMAINS Search LEARNING+IN+STRUCTURED+DOMAINS
10 TRAJECTORY LEARNING 3 43% 1% 6 Search TRAJECTORY+LEARNING Search TRAJECTORY+LEARNING

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 DISTRIBUTED REPRESENTATIONS 25 52% 3% 34
2 CONNECTIONISM 22 27% 7% 72
3 FINITE STATE AUTOMATA 13 44% 2% 22
4 STRUCTURED DATA 11 48% 1% 16
5 ARCHITECTURAL BIAS 9 83% 0% 5
6 SMOLENSKY SOLUTION 9 83% 0% 5
7 DYNAMICAL RECOGNIZERS 8 100% 0% 5
8 SYSTEMATICITY 7 29% 2% 20
9 TEMPORAL SYNCHRONY 7 31% 2% 18
10 CONTEXT FREE 6 48% 1% 10

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Rule extraction from recurrent neural networks: A taxonomy and review 2005 49 44 75%
Deep learning in neural networks: An overview 2015 10 288 12%
GRADIENT CALCULATIONS FOR DYNAMIC RECURRENT NEURAL NETWORKS - A SURVEY 1995 241 27 37%
Spatiotemporal connectionist networks: A taxonomy and review 2001 35 33 82%
Connectionist natural language parsing 2002 7 15 80%
Connectionist inference models 2001 28 46 54%
General-purpose computation with neural networks: A survey of complexity theoretic results 2003 46 77 22%
FROM SIMPLE ASSOCIATIONS TO SYSTEMATIC REASONING - A CONNECTIONIST REPRESENTATION OF RULES, VARIABLES AND DYNAMIC BINDINGS USING TEMPORAL SYNCHRONY 1993 244 31 26%
Untitled 1999 0 2 100%
Constrained connectionism and the limits of human semantics: a review essay of Terry Regier's The human semantic potential 1999 0 2 100%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ.
in class
1 GUELPH NAT COMPUTAT GRP 4 75% 0.3% 3
2 COGNIT SCI PROGRAMME 2 50% 0.3% 3
3 MATH NEUROINFORMAT GRP 2 40% 0.4% 4
4 INT COMPUTAT LOG 2 43% 0.3% 3
5 GRP LNM 1 33% 0.2% 2
6 SCET 1 33% 0.2% 2
7 BIOTECHNOL GILBERT DURAND 1 50% 0.1% 1
8 CIENCIAS COMPUTAC INTELEGENCIA ARTIFICIAL 1 50% 0.1% 1
9 CNRS C55830 1 50% 0.1% 1
10 COGNIT COMP GRP 1 50% 0.1% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000185221 RESERVOIR COMPUTING//ECHO STATE NETWORK//LIQUID STATE MACHINE
2 0.0000165869 SPLINE NEURAL NETWORKS//TRAINING TRAJECTORY//ADAPTIVE ACTIVATION FUNCTIONS
3 0.0000162681 RULE EXTRACTION//RULE EXTRACTION FROM NEURAL NETWORKS//KNOWLEDGE INSERTION
4 0.0000124046 EPISTEMOLOGY OF MUSIC RESEARCH//EXTERNAL DATA ACCESSIBILITY//HIST CROATIAN MUS
5 0.0000114918 CATASTROPHIC INTERFERENCE//CATASTROPHIC FORGETTING//CANONICAL ORTHOGONALIZATION
6 0.0000113890 FREGE CASES//PEACOCKE//CONCEPTUAL ATOMISM
7 0.0000096023 ONLINE GRADIENT METHOD//FEEDFORWARD NEURAL NETWORKS//MAPPING SENSITIVITY
8 0.0000092155 HYPERCOMPUTATION//REAL RECURSIVE FUNCTIONS//CHURCH TURING THESIS
9 0.0000090444 CHINESE ROOM//MINDS AND MACHINES//CHINESE ROOM ARGUMENT
10 0.0000072066 DEEP LEARNING//HIERARCHICAL FEATURE LEARNING//RESTRICTED BOLTZMANN MACHINES