Class information for:
Level 1: CELLULAR NEURAL NETWORKS//CNN//CELLULAR NONLINEAR NETWORKS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
12235 921 20.5 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
15 4 MATHEMATICS//MATHEMATICS, APPLIED//MATH 719832
197 3       CHAOS//INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS//PHYSICS, MATHEMATICAL 53660
1806 2             GLOBAL EXPONENTIAL STABILITY//CELLULAR NEURAL NETWORKS//TIME VARYING DELAY 6266
12235 1                   CELLULAR NEURAL NETWORKS//CNN//CELLULAR NONLINEAR NETWORKS 921

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 CELLULAR NEURAL NETWORKS authKW 3467418 25% 46% 228
2 CNN authKW 733419 5% 44% 50
3 CELLULAR NONLINEAR NETWORKS authKW 549265 3% 61% 27
4 ANAL NEURAL COMP address 530441 2% 80% 20
5 CELLULAR NEURAL NETWORK CNN authKW 505363 3% 61% 25
6 CNN UNIVERSAL MACHINE authKW 466213 2% 94% 15
7 INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS journal 457027 16% 9% 148
8 CELLULAR NEURAL NETWORKS CNNS authKW 340976 3% 43% 24
9 ANALOG NEURAL COMP address 329574 1% 76% 13
10 ANALOG NEURAL COMP SYST address 250713 1% 69% 11

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 Engineering, Electrical & Electronic 13211 69% 0% 634
2 Mathematics, Interdisciplinary Applications 4398 16% 0% 147
3 Computer Science, Hardware & Architecture 1819 8% 0% 75
4 Computer Science, Artificial Intelligence 1363 11% 0% 97
5 Computer Science, Theory & Methods 505 7% 0% 65
6 Mathematics, Applied 173 7% 0% 62
7 Computer Science, Information Systems 150 4% 0% 36
8 Physics, Mathematical 64 3% 0% 28
9 Automation & Control Systems 52 2% 0% 18
10 Computer Science, Cybernetics 34 1% 0% 6

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 ANAL NEURAL COMP 530441 2% 80% 20
2 ANALOG NEURAL COMP 329574 1% 76% 13
3 ANALOG NEURAL COMP SYST 250713 1% 69% 11
4 NONLINEAR ELECT 192886 1% 73% 8
5 IMAGE PROC NEUROCOMP 177586 2% 36% 15
6 JEDLIK S 170500 1% 86% 6
7 COMP AUTOMAT 165805 8% 7% 70
8 DPTO HISTOL 99459 0% 100% 3
9 CELLULAR SENSORY WAVE COMP 81216 1% 35% 7
10 COMP COMMUN THEIR PLICAT 66306 0% 100% 2

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 INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS 457027 16% 9% 148
2 INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS 113179 15% 2% 137
3 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS 110412 14% 3% 133
4 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS 14117 1% 5% 9
5 JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY 13853 2% 2% 17
6 JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS 9168 2% 1% 22
7 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS 7464 3% 1% 30
8 ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING 2550 2% 1% 15
9 IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES 1983 2% 0% 22
10 IEEE TRANSACTIONS ON NEURAL NETWORKS 1918 1% 0% 13

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 CELLULAR NEURAL NETWORKS 3467418 25% 46% 228 Search CELLULAR+NEURAL+NETWORKS Search CELLULAR+NEURAL+NETWORKS
2 CNN 733419 5% 44% 50 Search CNN Search CNN
3 CELLULAR NONLINEAR NETWORKS 549265 3% 61% 27 Search CELLULAR+NONLINEAR+NETWORKS Search CELLULAR+NONLINEAR+NETWORKS
4 CELLULAR NEURAL NETWORK CNN 505363 3% 61% 25 Search CELLULAR+NEURAL+NETWORK+CNN Search CELLULAR+NEURAL+NETWORK+CNN
5 CNN UNIVERSAL MACHINE 466213 2% 94% 15 Search CNN+UNIVERSAL+MACHINE Search CNN+UNIVERSAL+MACHINE
6 CELLULAR NEURAL NETWORKS CNNS 340976 3% 43% 24 Search CELLULAR+NEURAL+NETWORKS+CNNS Search CELLULAR+NEURAL+NETWORKS+CNNS
7 ANALOGIC ALGORITHMS 244124 1% 82% 9 Search ANALOGIC+ALGORITHMS Search ANALOGIC+ALGORITHMS
8 LOCAL ACTIVITY 233092 2% 47% 15 Search LOCAL+ACTIVITY Search LOCAL+ACTIVITY
9 COMPLETE STABILITY 229365 2% 43% 16 Search COMPLETE+STABILITY Search COMPLETE+STABILITY
10 CNN UM 198918 1% 100% 6 Search CNN+UM Search CNN+UM

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 BAN, JC , CHANG, CH , LIN, SS , (2012) ON THE STRUCTURE OF MULTI-LAYER CELLULAR NEURAL NETWORKS.JOURNAL OF DIFFERENTIAL EQUATIONS. VOL. 252. ISSUE 8. P. 4563-4597 25 89% 5
2 TAKAHASHI, N , NAGAYOSHI, M , KAWABATA, S , NISHI, T , (2008) STABLE PATTERNS REALIZED BY A CLASS OF ONE-DIMENSIONAL TWO-LAYER CNNS.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS. VOL. 55. ISSUE 11. P. 3607 -3620 20 95% 3
3 KARAMI, M , SAFABAKHSH, R , RAHMATI, M , (2013) MODULAR CELLULAR NEURAL NETWORK STRUCTURE FOR WAVE-COMPUTING-BASED IMAGE PROCESSING.ETRI JOURNAL. VOL. 35. ISSUE 2. P. 207 -217 24 67% 1
4 CHEN, FY , TANG, WH , CHEN, GR , (2009) SINGLE-LAYER PERCEPTRON AND DYNAMIC NEURON IMPLEMENTING LINEARLY NON-SEPARABLE BOOLEAN FUNCTIONS.INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS. VOL. 37. ISSUE 3. P. 433-451 18 95% 4
5 BAN, JC , CHANG, CH , (2016) SOLUTION STRUCTURE OF MULTI-LAYER NEURAL NETWORKS WITH INITIAL CONDITION.JOURNAL OF DYNAMICS AND DIFFERENTIAL EQUATIONS. VOL. 28. ISSUE 1. P. 69 -92 19 76% 0
6 DI MARCO, M , FORTI, M , GRAZZINI, M , NISTRI, P , PANCIONI, L , (2012) A STUDY ON SEMIFLOWS GENERATED BY COOPERATIVE FULL-RANGE CNNS.INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS. VOL. 40. ISSUE 12. P. 1191-1208 19 83% 0
7 LIN, SS , LIN, WW , YANG, TH , (2004) BIFURCATIONS AND CHAOS IN TWO-CELL CELLULAR NEURAL NETWORKS WITH PERIODIC INPUTS.INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS. VOL. 14. ISSUE 9. P. 3179 -3204 19 100% 1
8 LIN, YL , HSIEH, JG , JENG, JH , (2014) ROBUST DECOMPOSITION WITH GUARANTEED ROBUSTNESS FOR CELLULAR NEURAL NETWORKS IMPLEMENTING AN ARBITRARY BOOLEAN FUNCTION.NEUROCOMPUTING. VOL. 143. ISSUE . P. 339 -346 16 89% 0
9 PETRAS, I , GILLI, M , (2006) COMPLEX DYNAMICS IN ONE-DIMENSIONAL CNNS.INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS. VOL. 34. ISSUE 1. P. 3 -20 19 86% 17
10 BAN, JC , (2015) NEURAL NETWORK EQUATIONS AND SYMBOLIC DYNAMICS.INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS. VOL. 6. ISSUE 4. P. 567 -579 24 55% 1

Classes with closest relation at Level 1


Rank Class id link
1 25647 PROPAGATION FAILURE//LATTICE DIFFERENTIAL EQUATIONS//MIXED TYPE FUNCTIONAL DIFFERENTIAL EQUATIONS
2 400 GLOBAL EXPONENTIAL STABILITY//TIME VARYING DELAY//COHEN GROSSBERG NEURAL NETWORKS
3 7990 VISION CHIP//ADDRESS EVENT REPRESENTATION AER//NEUROMORPHIC ENGINEERING
4 27847 CONTINUOUS ATTRACTORS//HAMMING MAXNET//K WINNER MACHINE
5 18243 FINDING ALL SOLUTIONS//DC ANALYSIS//DC OPERATING POINT
6 32949 TWO DIMENSIONAL 2 D CONVOLUTION//2 D CONVOLUTION//COLOR EDGE ENHANCEMENT
7 23175 MOLECULAR IMAGE PROCESSING DEVICES//COMP PHYS MATH SIMULAT//PROBLEMS OF HIGH COMPUTATIONAL COMPLEXITY
8 27915 SINGLE INPUT FUZZY CONTROLLER DESIGN//TSYPKINS METHOD//GROBNER BASE
9 36713 CHAOS COMPUTING//ANALOG ELECTRONIC//DYNAMICS BASED COMPUTING
10 17708 CHAOTIC NEURAL NETWORK//PERIODIC MAPPING//CHAOS NEURON

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