Class information for:
Level 1: ON CHIP LEARNING//IEEE TRANSACTIONS ON NEURAL NETWORKS//CONTINUOUS VALUED NUMBER SYSTEM CVNS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
10785 1035 20.4 39%


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
10785 1                   ON CHIP LEARNING//IEEE TRANSACTIONS ON NEURAL NETWORKS//CONTINUOUS VALUED NUMBER SYSTEM CVNS 1035

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 ON CHIP LEARNING authKW 222110 2% 47% 16
2 IEEE TRANSACTIONS ON NEURAL NETWORKS journal 164860 12% 4% 127
3 CONTINUOUS VALUED NUMBER SYSTEM CVNS authKW 147506 0% 100% 5
4 STOCHASTIC COMPUTING authKW 142774 1% 44% 11
5 INTEGER WEIGHTS authKW 94402 0% 80% 4
6 MADALINE authKW 94402 0% 80% 4
7 ALGORITHMIC MAPPING authKW 88504 0% 100% 3
8 FAULT TOLERANT NEURAL NETWORKS authKW 88504 0% 100% 3
9 NOISE TO SIGNAL RATIO NSR authKW 88504 0% 100% 3
10 WEIGHT CLIPPING authKW 88504 0% 100% 3

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, Hardware & Architecture 11560 19% 0% 196
2 Engineering, Electrical & Electronic 9774 56% 0% 584
3 Computer Science, Artificial Intelligence 8319 24% 0% 245
4 Computer Science, Theory & Methods 3449 16% 0% 169
5 Computer Science, Software Engineering 753 7% 0% 69
6 Computer Science, Information Systems 486 6% 0% 64
7 Computer Science, Interdisciplinary Applications 167 4% 0% 42
8 Computer Science, Cybernetics 113 1% 0% 11
9 Automation & Control Systems 57 2% 0% 20
10 Neurosciences 28 6% 0% 60

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 DC EIM 59002 0% 100% 2
2 AQ 39334 0% 67% 2
3 COMP IMAGING ELECT SYST GRP 39334 0% 67% 2
4 SYST ENGN COMPUTAT 30439 1% 13% 8
5 ADV CONCEPT TEAM 29501 0% 100% 1
6 ADV HARDWARE ARCHITECTU AHA GRP 29501 0% 100% 1
7 ADV TECHNOL INFORMAT PROC SYST S 29501 0% 100% 1
8 AILE INGN 29501 0% 100% 1
9 AISP 29501 0% 100% 1
10 BIOL NETWORKS S 29501 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 164860 12% 4% 127
2 JOURNAL OF VLSI SIGNAL PROCESSING 15090 1% 6% 8
3 ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING 13892 4% 1% 37
4 IEEE MICRO 12778 2% 2% 23
5 NEUROCOMPUTING 8590 5% 1% 53
6 I&CS-CONTROL TECHNOLOGY FOR ENGINEERS AND ENGINEERING MANAGEMENT 6938 0% 12% 2
7 IEEE JOURNAL OF SOLID-STATE CIRCUITS 5671 4% 0% 40
8 NEURAL COMPUTATION 5142 2% 1% 21
9 ELECTRONICS LETTERS 4619 8% 0% 79
10 NEURAL NETWORKS 4099 2% 1% 21

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 ON CHIP LEARNING 222110 2% 47% 16 Search ON+CHIP+LEARNING Search ON+CHIP+LEARNING
2 CONTINUOUS VALUED NUMBER SYSTEM CVNS 147506 0% 100% 5 Search CONTINUOUS+VALUED+NUMBER+SYSTEM+CVNS Search CONTINUOUS+VALUED+NUMBER+SYSTEM+CVNS
3 STOCHASTIC COMPUTING 142774 1% 44% 11 Search STOCHASTIC+COMPUTING Search STOCHASTIC+COMPUTING
4 INTEGER WEIGHTS 94402 0% 80% 4 Search INTEGER+WEIGHTS Search INTEGER+WEIGHTS
5 MADALINE 94402 0% 80% 4 Search MADALINE Search MADALINE
6 ALGORITHMIC MAPPING 88504 0% 100% 3 Search ALGORITHMIC+MAPPING Search ALGORITHMIC+MAPPING
7 FAULT TOLERANT NEURAL NETWORKS 88504 0% 100% 3 Search FAULT+TOLERANT+NEURAL+NETWORKS Search FAULT+TOLERANT+NEURAL+NETWORKS
8 NOISE TO SIGNAL RATIO NSR 88504 0% 100% 3 Search NOISE+TO+SIGNAL+RATIO+NSR Search NOISE+TO+SIGNAL+RATIO+NSR
9 WEIGHT CLIPPING 88504 0% 100% 3 Search WEIGHT+CLIPPING Search WEIGHT+CLIPPING
10 WEIGHT FAULT 88504 0% 100% 3 Search WEIGHT+FAULT Search WEIGHT+FAULT

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 HO, K , LEUNG, CS , SUM, J , (2011) OBJECTIVE FUNCTIONS OF ONLINE WEIGHT NOISE INJECTION TRAINING ALGORITHMS FOR MLPS.IEEE TRANSACTIONS ON NEURAL NETWORKS. VOL. 22. ISSUE 2. P. 317 -323 22 100% 1
2 HO, KIJ , LEUNG, CS , SUM, J , (2010) CONVERGENCE AND OBJECTIVE FUNCTIONS OF SOME FAULT/NOISE-INJECTION-BASED ONLINE LEARNING ALGORITHMS FOR RBF NETWORKS.IEEE TRANSACTIONS ON NEURAL NETWORKS. VOL. 21. ISSUE 6. P. 938-947 24 86% 8
3 HUANG, LH , ZENG, XQ , ZHONG, SM , HAN, LX , (2014) SENSITIVITY STUDY OF BINARY FEEDFORWARD NEURAL NETWORKS.NEUROCOMPUTING. VOL. 136. ISSUE . P. 268-280 20 91% 2
4 SUM, JPF , LEUNG, CS , HO, KIJ , (2012) ON-LINE NODE FAULT INJECTION TRAINING ALGORITHM FOR MLP NETWORKS: OBJECTIVE FUNCTION AND CONVERGENCE ANALYSIS.IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. VOL. 23. ISSUE 2. P. 211 -222 21 88% 2
5 XIAO, Y , FENG, RB , LEUNG, CS , SUM, PF , (2015) ONLINE TRAINING FOR OPEN FAULTY RBF NETWORKS.NEURAL PROCESSING LETTERS. VOL. 42. ISSUE 2. P. 397 -416 16 76% 0
6 SUM, JPF , LEUNG, CS , HO, KIJ , (2009) ON OBJECTIVE FUNCTION, REGULARIZER, AND PREDICTION ERROR OF A LEARNING ALGORITHM FOR DEALING WITH MULTIPLICATIVE WEIGHT NOISE.IEEE TRANSACTIONS ON NEURAL NETWORKS. VOL. 20. ISSUE 1. P. 124-138 20 69% 5
7 YANG, J , ZENG, XQ , ZHONG, SM , (2013) COMPUTATION OF MULTILAYER PERCEPTRON SENSITIVITY TO INPUT PERTURBATION.NEUROCOMPUTING. VOL. 99. ISSUE . P. 390 -398 16 76% 2
8 FENG, RB , HAN, ZF , WAN, WY , LEUNG, CS , (2017) PROPERTIES AND LEARNING ALGORITHMS FOR FAULTY RBF NETWORKS WITH COEXISTENCE OF WEIGHT AND NODE FAILURES.NEUROCOMPUTING. VOL. 224. ISSUE . P. 166 -176 19 59% 0
9 ZAMANLOOY, B , MIRHASSANI, M , (2015) CVNS SYNAPSE MULTIPLIER FOR ROBUST NEUROCHIPS WITH ON-CHIP LEARNING.IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS. VOL. 23. ISSUE 11. P. 2540 -2551 14 82% 0
10 KHODABANDEHLOO, G , MIRHASSANI, M , AHMADI, M , (2012) A PROTOTYPE CVNS DISTRIBUTED NEURAL NETWORK USING SYNAPSE-NEURON MODULES.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS. VOL. 59. ISSUE 7. P. 1482 -1490 13 93% 0

Classes with closest relation at Level 1


Rank Class id link
1 7990 VISION CHIP//ADDRESS EVENT REPRESENTATION AER//NEUROMORPHIC ENGINEERING
2 33536 JOHNS HOPKINS EPILEPSY//BIOLOGICAL BASED NEURON MODELS//HYLCAM
3 22324 NEURON MOS//THRESHOLD LOGIC//NEURON MOS TRANSISTOR
4 23028 FUZZY HARDWARE//FUZZY PROCESSOR//MEMBERSHIP FUNCTION GENERATOR
5 27847 CONTINUOUS ATTRACTORS//HAMMING MAXNET//K WINNER MACHINE
6 6790 FEEDFORWARD NEURAL NETWORKS//BACKPROPAGATION//ONLINE GRADIENT METHOD
7 31840 N TUPLE CLASSIFIER//SIGMA PI//RAM NETS
8 23468 NEOCOGNITRON//DYNAMIC LINK MATCHING//VISUAL PATTERN RECOGNITION
9 24009 SWITCHED CURRENT CIRCUITS//SWITCHED CURRENT//SWITCHED CURRENT FILTERS
10 8975 PROJECTION NEURAL NETWORK//HOPFIELD NEURAL NETWORK//RECURRENT NEURAL NETWORKS

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