Class information for:
Level 1: PROJECTION NEURAL NETWORK//HOPFIELD NEURAL NETWORK//RECURRENT NEURAL NETWORKS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
8975 1200 22.0 53%


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
8975 1                   PROJECTION NEURAL NETWORK//HOPFIELD NEURAL NETWORK//RECURRENT NEURAL NETWORKS 1200

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 PROJECTION NEURAL NETWORK authKW 357812 1% 94% 15
2 HOPFIELD NEURAL NETWORK authKW 246811 5% 15% 63
3 RECURRENT NEURAL NETWORKS authKW 204737 8% 9% 93
4 N QUEENS PROBLEM authKW 191800 1% 54% 14
5 ZHANG NEURAL NETWORK ZNN authKW 178112 1% 100% 7
6 ZHANG NEURAL NETWORK authKW 155846 1% 88% 7
7 HOPFIELD NETWORK authKW 154596 2% 22% 28
8 BIPARTITE SUBGRAPH PROBLEM authKW 152667 1% 100% 6
9 AUTONOMOUS SYST NETWORKED CONTROL address 143323 1% 43% 13
10 GRADIENT BASED NEURAL NETWORK authKW 127223 0% 100% 5

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 20550 34% 0% 411
2 Engineering, Electrical & Electronic 3958 35% 0% 415
3 Computer Science, Cybernetics 3444 5% 0% 61
4 Computer Science, Theory & Methods 2213 12% 0% 148
5 Computer Science, Hardware & Architecture 1816 7% 0% 86
6 Computer Science, Information Systems 951 8% 0% 94
7 Operations Research & Management Science 938 7% 0% 81
8 Mathematics, Applied 777 11% 0% 135
9 Automation & Control Systems 560 5% 0% 58
10 Computer Science, Interdisciplinary Applications 452 6% 0% 70

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 AUTONOMOUS SYST NETWORKED CONTROL 143323 1% 43% 13
2 ROBOT SENSOR HUMAN MACHINE INTERACT 67849 0% 67% 4
3 LENGUAJE CIENCIAS COMPUTAC 50889 0% 100% 2
4 AUTOMAT COMP AIDED ENGN 38444 2% 7% 22
5 BRAINWARE 38164 0% 50% 3
6 BE CO 25445 0% 100% 1
7 BIOPHYS ELECT DIBE 25445 0% 100% 1
8 CHILD PSYCHIAT BRAIN IMAGING 25445 0% 100% 1
9 COMPLEX SYST INTELLIGENCE SYST 25445 0% 100% 1
10 COMPUTAT TI 25445 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 IEEE TRANSACTIONS ON NEURAL NETWORKS 93466 9% 4% 103
2 NEUROCOMPUTING 27577 9% 1% 102
3 NEURAL NETWORKS 23508 5% 2% 54
4 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 20074 2% 3% 29
5 NEURAL PROCESSING LETTERS 13760 2% 2% 23
6 NEURAL COMPUTATION 6286 2% 1% 25
7 NEURAL COMPUTING & APPLICATIONS 5226 2% 1% 22
8 BIOLOGICAL CYBERNETICS 5225 2% 1% 25
9 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS 4635 2% 1% 18
10 IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 4555 2% 1% 19

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 PROJECTION NEURAL NETWORK 357812 1% 94% 15 Search PROJECTION+NEURAL+NETWORK Search PROJECTION+NEURAL+NETWORK
2 HOPFIELD NEURAL NETWORK 246811 5% 15% 63 Search HOPFIELD+NEURAL+NETWORK Search HOPFIELD+NEURAL+NETWORK
3 RECURRENT NEURAL NETWORKS 204737 8% 9% 93 Search RECURRENT+NEURAL+NETWORKS Search RECURRENT+NEURAL+NETWORKS
4 N QUEENS PROBLEM 191800 1% 54% 14 Search N+QUEENS+PROBLEM Search N+QUEENS+PROBLEM
5 ZHANG NEURAL NETWORK ZNN 178112 1% 100% 7 Search ZHANG+NEURAL+NETWORK+ZNN Search ZHANG+NEURAL+NETWORK+ZNN
6 ZHANG NEURAL NETWORK 155846 1% 88% 7 Search ZHANG+NEURAL+NETWORK Search ZHANG+NEURAL+NETWORK
7 HOPFIELD NETWORK 154596 2% 22% 28 Search HOPFIELD+NETWORK Search HOPFIELD+NETWORK
8 BIPARTITE SUBGRAPH PROBLEM 152667 1% 100% 6 Search BIPARTITE+SUBGRAPH+PROBLEM Search BIPARTITE+SUBGRAPH+PROBLEM
9 GRADIENT BASED NEURAL NETWORK 127223 0% 100% 5 Search GRADIENT+BASED+NEURAL+NETWORK Search GRADIENT+BASED+NEURAL+NETWORK
10 TIME VARYING MATRIX INVERSION 127223 0% 100% 5 Search TIME+VARYING+MATRIX+INVERSION Search TIME+VARYING+MATRIX+INVERSION

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 BARBAROSOU, MP , MARATOS, NG , (2008) A NONFEASIBLE GRADIENT PROJECTION RECURRENT NEURAL NETWORK FOR EQUALITY-CONSTRAINED OPTIMIZATION PROBLEMS.IEEE TRANSACTIONS ON NEURAL NETWORKS. VOL. 19. ISSUE 10. P. 1665-1677 36 97% 9
2 LIU, QS , GUO, ZS , WANG, J , (2012) A ONE-LAYER RECURRENT NEURAL NETWORK FOR CONSTRAINED PSEUDOCONVEX OPTIMIZATION AND ITS APPLICATION FOR DYNAMIC PORTFOLIO OPTIMIZATION.NEURAL NETWORKS. VOL. 26. ISSUE . P. 99-109 29 94% 33
3 LIU, QS , WANG, J , (2013) A ONE-LAYER PROJECTION NEURAL NETWORK FOR NONSMOOTH OPTIMIZATION SUBJECT TO LINEAR EQUALITIES AND BOUND CONSTRAINTS.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. VOL. 24. ISSUE 5. P. 812 -824 33 80% 24
4 LI, GC , YAN, Z , WANG, J , (2015) A ONE-LAYER RECURRENT NEURAL NETWORK FOR CONSTRAINED NONCONVEX OPTIMIZATION.NEURAL NETWORKS. VOL. 61. ISSUE . P. 10 -21 30 88% 5
5 NAZEMI, A , (2014) A NEURAL NETWORK MODEL FOR SOLVING CONVEX QUADRATIC PROGRAMMING PROBLEMS WITH SOME APPLICATIONS.ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. VOL. 32. ISSUE . P. 54-62 29 97% 4
6 NAZEMI, A , TAHMASBI, N , (2015) A PRACTICAL NONLINEAR DYNAMIC FRAMEWORK FOR SOLVING A CLASS OF FRACTIONAL PROGRAMMING PROBLEMS.NONLINEAR DYNAMICS. VOL. 82. ISSUE 3. P. 1093 -1108 35 80% 0
7 YANG, YQ , CAO, JD , XU, XY , HU, MF , GAO, Y , (2014) A NEW NEURAL NETWORK FOR SOLVING QUADRATIC PROGRAMMING PROBLEMS WITH EQUALITY AND INEQUALITY CONSTRAINTS.MATHEMATICS AND COMPUTERS IN SIMULATION. VOL. 101. ISSUE . P. 103-112 27 100% 5
8 WEN, UP , LAN, KM , SHIH, HS , (2009) A REVIEW OF HOPFIELD NEURAL NETWORKS FOR SOLVING MATHEMATICAL PROGRAMMING PROBLEMS.EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. VOL. 198. ISSUE 3. P. 675-687 43 67% 16
9 LIU, QS , HUANG, TW , WANG, J , (2014) ONE-LAYER CONTINUOUS- AND DISCRETE-TIME PROJECTION NEURAL NETWORKS FOR SOLVING VARIATIONAL INEQUALITIES AND RELATED OPTIMIZATION PROBLEMS.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. VOL. 25. ISSUE 7. P. 1308-1318 29 88% 5
10 LI, CJ , YU, XH , HUANG, TW , CHEN, G , HE, X , (2016) A GENERALIZED HOPFIELD NETWORK FOR NONSMOOTH CONSTRAINED CONVEX OPTIMIZATION: LIE DERIVATIVE APPROACH.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. VOL. 27. ISSUE 2. P. 308 -321 25 68% 7

Classes with closest relation at Level 1


Rank Class id link
1 27847 CONTINUOUS ATTRACTORS//HAMMING MAXNET//K WINNER MACHINE
2 17708 CHAOTIC NEURAL NETWORK//PERIODIC MAPPING//CHAOS NEURON
3 400 GLOBAL EXPONENTIAL STABILITY//TIME VARYING DELAY//COHEN GROSSBERG NEURAL NETWORKS
4 16907 TRAVELING SALESMAN PROBLEM//DOMINATION ANALYSIS//GENERALIZED TRAVELING SALESMAN PROBLEM
5 3062 ASSOCIATIVE MEMORY//HOPFIELD MODEL//BIDIRECTIONAL ASSOCIATIVE MEMORY
6 10301 REDUNDANT MANIPULATORS//INVERSE KINEMATICS//REDUNDANT ROBOTS
7 12116 SIMULATED ANNEALING//EXTREMAL OPTIMIZATION//ADAPTIVE COOLING SCHEDULE
8 33536 JOHNS HOPKINS EPILEPSY//BIOLOGICAL BASED NEURON MODELS//HYLCAM
9 30759 PULSE COUPLED NEURAL NETWORK//PULSE COUPLED NEURAL NETWORK PCNN//PCNN
10 16483 MINOR COMPONENT ANALYSIS MCA//SUBSPACE TRACKING//DETERMINISTIC DISCRETE TIME DDT SYSTEM

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