Class information for:
Level 1: SIGMA PI//N TUPLE CLASSIFIER//RAM NETS

Basic class information

ID Publications Average number
of references
Avg. shr. active
ref. in WoS
29344 154 21.4 26%



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 SIGMA PI Author keyword 9 83% 3% 5
2 N TUPLE CLASSIFIER Author keyword 6 80% 3% 4
3 RAM NETS Author keyword 6 100% 3% 4
4 RAM BASED NEURAL NETWORKS Author keyword 3 100% 2% 3
5 N TUPLE SAMPLING Author keyword 2 67% 1% 2
6 REINFORCEMENT TRAINING Author keyword 2 43% 2% 3
7 LOGIC NEURAL NETWORKS Author keyword 1 100% 1% 2
8 PLN NETWORK Author keyword 1 100% 1% 2
9 RAM BASED NEURONS Author keyword 1 100% 1% 2
10 ADV COMP ARCHITECTURE GRP Address 1 27% 3% 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 SIGMA PI 9 83% 3% 5 Search SIGMA+PI Search SIGMA+PI
2 N TUPLE CLASSIFIER 6 80% 3% 4 Search N+TUPLE+CLASSIFIER Search N+TUPLE+CLASSIFIER
3 RAM NETS 6 100% 3% 4 Search RAM+NETS Search RAM+NETS
4 RAM BASED NEURAL NETWORKS 3 100% 2% 3 Search RAM+BASED+NEURAL+NETWORKS Search RAM+BASED+NEURAL+NETWORKS
5 N TUPLE SAMPLING 2 67% 1% 2 Search N+TUPLE+SAMPLING Search N+TUPLE+SAMPLING
6 REINFORCEMENT TRAINING 2 43% 2% 3 Search REINFORCEMENT+TRAINING Search REINFORCEMENT+TRAINING
7 LOGIC NEURAL NETWORKS 1 100% 1% 2 Search LOGIC+NEURAL+NETWORKS Search LOGIC+NEURAL+NETWORKS
8 PLN NETWORK 1 100% 1% 2 Search PLN+NETWORK Search PLN+NETWORK
9 RAM BASED NEURONS 1 100% 1% 2 Search RAM+BASED+NEURONS Search RAM+BASED+NEURONS
10 N TUPLE 1 33% 1% 2 Search N+TUPLE Search N+TUPLE

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 PROBABILISTIC RAM NETS 9 83% 3% 5
2 TRAINING NETS 6 100% 3% 4
3 BOOLEAN NEURAL NETWORKS 2 67% 1% 2
4 N TUPLE CLASSIFIER 1 50% 1% 1
5 SIGMA PI NETS 1 50% 1% 1
6 CARCASS EVALUATION 0 14% 1% 1
7 NEURAL NETWORK SIMULATIONS 0 14% 1% 1
8 CORRELATION MATRIX MEMORY 0 100% 1% 1

Journals

Reviews



Title Publ. year Cit. Active
references
% act. ref.
to same field
Third-order generalization: A new approach to categorizing higher-order generalization 2008 1 21 33%
Consciousness and neural cognizers: A review of some recent approaches 1997 3 13 38%
Using Beowulf clusters to speed up neural simulations 2002 0 9 33%
NONLINEAR DYNAMICS IN NEURAL NETWORKS 1994 1 16 13%
NEURAL MODELING AND MODEL IDENTIFICATION 1985 2 13 23%

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 ADV COMP ARCHITECTURE GRP 1 27% 2.6% 4
2 DIGITAL SYST COMP ARCHITECTURE 1 50% 0.6% 1
3 KADARDINO BALKAR SCI 0 100% 0.6% 1
4 USTO ORAN 0 100% 0.6% 1

Related classes at same level (level 1)



Rank Relatedness score Related classes
1 0.0000111696 ON CHIP LEARNING//INTEGER WEIGHTS//ALGORITHMIC MAPPING
2 0.0000102487 NEOCOGNITRON//DYNAMIC LINK MATCHING//FEATURE ASSESSMENT
3 0.0000090688 ASSOCIATIVE MEMORY//HOPFIELD MODEL//SCSNA
4 0.0000089921 SECCIO INTELLIGENCIA ARTIFICIAL//INTEGRATED SENSORY INTELLIGENT SYSTEM//ALTANA CHAIR BIOINFORMAT INFORMAT MIN
5 0.0000089300 SPARSE AND DENSE DATA REPRESENTATION//CATEGORICAL INPUT//CATEGORICAL VARIABLE REGRESSION
6 0.0000087438 POSTERIOR CLASS PROBABILITIES//POSTERIOR PROBABILITY ESTIMATION//SCISSORS EFFECT
7 0.0000082256 RULE EXTRACTION//RULE EXTRACTION FROM NEURAL NETWORKS//KNOWLEDGE INSERTION
8 0.0000075299 ACTUAL ERROR RATE//PRINCIPAL VARIABLES//HIGH DIMENSIONAL MULTIVARIATE BINARY DATA
9 0.0000068360 CEREBELLAR MODEL ARTICULATION CONTROLLER CMAC//CMAC//ANNEALING ROBUST LEARNING ALGORITHM
10 0.0000067942 DATA WORDS//INFINITE ALPHABETS//REGISTER AUTOMATA