Class information for:
Level 1: ASSOCIATIVE MEMORY//HOPFIELD MODEL//BIDIRECTIONAL ASSOCIATIVE MEMORY

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
3062 2076 21.9 57%


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
3062 1                   ASSOCIATIVE MEMORY//HOPFIELD MODEL//BIDIRECTIONAL ASSOCIATIVE MEMORY 2076

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 ASSOCIATIVE MEMORY authKW 556459 9% 21% 182
2 HOPFIELD MODEL authKW 259276 2% 38% 46
3 BIDIRECTIONAL ASSOCIATIVE MEMORY authKW 129638 1% 38% 23
4 NETWORK-COMPUTATION IN NEURAL SYSTEMS journal 123153 3% 12% 69
5 PARALLEL DYNAMICS authKW 105044 0% 71% 10
6 SCSNA authKW 104581 0% 89% 8
7 STORAGE CAPACITY authKW 90158 2% 15% 41
8 OPT NEURAL TECHNOL address 78424 1% 44% 12
9 CORRELATED PATTERNS authKW 72397 0% 62% 8
10 STATISTICAL NEURODYNAMICS authKW 67225 0% 57% 8

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 15090 23% 0% 468
2 Physics, Mathematical 12846 22% 0% 463
3 Computer Science, Cybernetics 4308 4% 0% 90
4 Physics, Multidisciplinary 3121 19% 0% 394
5 Neurosciences 1426 17% 0% 359
6 Physics, Fluids & Plasmas 966 6% 0% 120
7 Engineering, Electrical & Electronic 960 15% 0% 308
8 Computer Science, Theory & Methods 753 6% 0% 122
9 Computer Science, Information Systems 280 4% 0% 75
10 Computer Science, Hardware & Architecture 255 2% 0% 47

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 OPT NEURAL TECHNOL 78424 1% 44% 12
2 HUMAN LAW ECON 44121 0% 100% 3
3 INTERDISCIPLINAIR CENTRUM NEURALE NETWERKEN 44121 0% 100% 3
4 INTERDISCIPLINAIR NEURALE NETWERKEN 44121 0% 100% 3
5 KAWATO DYNAM BRAIN PROJECT 37799 1% 21% 12
6 CENTRUM NEURALE NETWERKEN 29414 0% 100% 2
7 DCC ETSII 29414 0% 100% 2
8 UNIV INFORMAT SCI ENGN 22973 0% 31% 5
9 NEURAL INFORMAT PROC 19466 1% 8% 17
10 INFORMAT CONTROL SCI 18906 0% 43% 3

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 NETWORK-COMPUTATION IN NEURAL SYSTEMS 123153 3% 12% 69
2 NEURAL NETWORKS 58500 5% 4% 112
3 JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL 41359 10% 1% 211
4 IEEE TRANSACTIONS ON NEURAL NETWORKS 35844 4% 3% 84
5 BIOLOGICAL CYBERNETICS 13088 3% 2% 52
6 NEURAL COMPUTATION 11257 2% 2% 44
7 JOURNAL DE PHYSIQUE I 8919 1% 2% 25
8 NEURAL PROCESSING LETTERS 5995 1% 2% 20
9 NEUROCOMPUTING 5255 3% 1% 59
10 EUROPHYSICS LETTERS 4178 3% 1% 53

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 ASSOCIATIVE MEMORY 556459 9% 21% 182 Search ASSOCIATIVE+MEMORY Search ASSOCIATIVE+MEMORY
2 HOPFIELD MODEL 259276 2% 38% 46 Search HOPFIELD+MODEL Search HOPFIELD+MODEL
3 BIDIRECTIONAL ASSOCIATIVE MEMORY 129638 1% 38% 23 Search BIDIRECTIONAL+ASSOCIATIVE+MEMORY Search BIDIRECTIONAL+ASSOCIATIVE+MEMORY
4 PARALLEL DYNAMICS 105044 0% 71% 10 Search PARALLEL+DYNAMICS Search PARALLEL+DYNAMICS
5 SCSNA 104581 0% 89% 8 Search SCSNA Search SCSNA
6 STORAGE CAPACITY 90158 2% 15% 41 Search STORAGE+CAPACITY Search STORAGE+CAPACITY
7 CORRELATED PATTERNS 72397 0% 62% 8 Search CORRELATED+PATTERNS Search CORRELATED+PATTERNS
8 STATISTICAL NEURODYNAMICS 67225 0% 57% 8 Search STATISTICAL+NEURODYNAMICS Search STATISTICAL+NEURODYNAMICS
9 MEMORY CAPACITY 65248 1% 25% 18 Search MEMORY+CAPACITY Search MEMORY+CAPACITY
10 BIDIRECTIONAL ASSOCIATIVE MEMORY BAM 59553 0% 45% 9 Search BIDIRECTIONAL+ASSOCIATIVE+MEMORY+BAM Search BIDIRECTIONAL+ASSOCIATIVE+MEMORY+BAM

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 OKADA, M , (1996) NOTIONS OF ASSOCIATIVE MEMORY AND SPARSE CODING.NEURAL NETWORKS. VOL. 9. ISSUE 8. P. 1429 -1458 51 84% 69
2 KNOBLAUCH, A , (2011) NEURAL ASSOCIATIVE MEMORY WITH OPTIMAL BAYESIAN LEARNING.NEURAL COMPUTATION. VOL. 23. ISSUE 6. P. 1393 -1451 33 72% 10
3 METZ, FL , THEUMANN, WK , (2009) SYMMETRIC SEQUENCE PROCESSING IN A RECURRENT NEURAL NETWORK MODEL WITH A SYNCHRONOUS DYNAMICS.JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL. VOL. 42. ISSUE 38. P. - 25 96% 3
4 ERICHSEN, R , THEUMANN, WK , DOMINGUEZ, DRC , (1999) CATEGORIZATION IN FULLY CONNECTED MULTISTATE NEURAL NETWORK MODELS.PHYSICAL REVIEW E. VOL. 60. ISSUE 6. P. 7321-7331 32 100% 1
5 KNOBLAUCH, A , (2016) EFFICIENT ASSOCIATIVE COMPUTATION WITH DISCRETE SYNAPSES.NEURAL COMPUTATION. VOL. 28. ISSUE 1. P. 118 -186 37 54% 0
6 DAVEY, N , HUNT, SP , ADAMS, RG , (2004) HIGH CAPACITY RECURRENT ASSOCIATIVE MEMORIES.NEUROCOMPUTING. VOL. 62. ISSUE . P. 459 -491 25 96% 12
7 BOLLE, D , ERICHSEN, R , VERBEIREN, T , (2006) SYNCHRONOUS VERSUS SEQUENTIAL UPDATING IN THE THREE-STATE ISING NEURAL NETWORK WITH VARIABLE DILUTION.PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. VOL. 368. ISSUE 2. P. 311-325 24 92% 2
8 CHARTIER, S , BOUKADOUM, M , (2011) ENCODING STATIC AND TEMPORAL PATTERNS WITH A BIDIRECTIONAL HETEROASSOCIATIVE MEMORY.JOURNAL OF APPLIED MATHEMATICS. VOL. . ISSUE . P. - 24 80% 1
9 METZ, FL , THEUMANN, WK , (2005) PATTERN RECONSTRUCTION AND SEQUENCE PROCESSING IN FEED-FORWARD LAYERED NEURAL NETWORKS NEAR SATURATION.PHYSICAL REVIEW E. VOL. 72. ISSUE 2. P. - 26 87% 1
10 OH, C , ZAK, SH , (2010) LARGE-SCALE PATTERN STORAGE AND RETRIEVAL USING GENERALIZED BRAIN-STATE-IN-A-BOX NEURAL NETWORKS.IEEE TRANSACTIONS ON NEURAL NETWORKS. VOL. 21. ISSUE 4. P. 633-643 21 91% 7

Classes with closest relation at Level 1


Rank Class id link
1 13588 GENERALIZATION ERROR//TRANSDISCIPLINARY SCI//ENSEMBLE TEACHERS
2 17708 CHAOTIC NEURAL NETWORK//PERIODIC MAPPING//CHAOS NEURON
3 14822 OPTICAL NEURAL NETWORKS//OPTICAL ASSOCIATIVE MEMORY//FREQUENCY DOMAIN PARALLELISM
4 27847 CONTINUOUS ATTRACTORS//HAMMING MAXNET//K WINNER MACHINE
5 8975 PROJECTION NEURAL NETWORK//HOPFIELD NEURAL NETWORK//RECURRENT NEURAL NETWORKS
6 32850 CATASTROPHIC FORGETTING//CATASTROPHIC INTERFERENCE//PSEUDOREHEARSAL
7 19409 SHERRINGTON KIRKPATRICK MODEL//PARISI FORMULA//CURIE WEISS POTTS MODEL
8 23468 NEOCOGNITRON//DYNAMIC LINK MATCHING//VISUAL PATTERN RECOGNITION
9 33536 JOHNS HOPKINS EPILEPSY//BIOLOGICAL BASED NEURON MODELS//HYLCAM
10 400 GLOBAL EXPONENTIAL STABILITY//TIME VARYING DELAY//COHEN GROSSBERG NEURAL NETWORKS

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