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Neural Networks

The Official Journal of the International Neural Network Society, European Neural Network Society, Japanese Neural Network Society

Short Title: Neural Netw.
Publisher: Elsevier (Pergamon), Boston, MA
ISSN: 0893-6080
Online: http://www.sciencedirect.com/science/journal/08936080
Documents Indexed: 1,475 Publications (since 1989)
References Indexed: 1,450 Publications with 59,240 References.
all top 5

Authors

60 Cao, Jinde
44 Huang, Tingwen
34 Zeng, Zhigang
22 Jiang, Haijun
21 Wang, Jun
18 Li, Chuandong
16 Alsaadi, Fuad Eid S.
16 Wen, Shiping
15 Chen, Tianping
15 Hu, Cheng
14 Sugiyama, Masashi
14 Wang, Zidong
12 Guo, Zhenyuan
12 Lu, Wenlian
11 Huang, Lihong
9 Al-saedi, Ahmed Eid Salem
9 Arik, Sabri
9 Okada, Masato
9 Rakkiyappan, Rajan
9 Song, Qiankun
9 Zhu, Song
8 Huang, He
8 Ikeda, Kazushi
8 Kawato, Mitsuo
8 Liu, Derong
8 Suykens, Johan A. K.
8 Yamazaki, Keisuke
8 Yang, Xinsong
7 Cai, Zuowei
7 Chen, Jiejie
7 Fukushima, Kunihiko
7 Grossberg, Stephen
7 Hayat, Tasawar
7 He, Xing
7 Ishii, Shin
7 Liu, Xiaoyang
7 Morimoto, Jun
7 Qiao, Junfei
7 Shen, Yi
7 Tian, Yingjie
7 Wang, Leimin
7 Wang, Shitong
7 Watanabe, Sumio
7 Yu, Juan
7 Zhang, Zhao
7 Zheng, Wei Xing
7 Zurada, Jacek M.
6 Aihara, Kazuyuki
6 Bao, Haibo
6 Barra, Adriano
6 Cao, Feilong
6 Cao, Yuting
6 Cawley, Gavin C.
6 Chung, Fu-Lai
6 Gao, Quanxue
6 Hervás-Martínez, César
6 Kanamori, Takafumi
6 Li, Xiaodi
6 Liang, Jinling
6 Liao, Xiaofeng
6 Liu, Yurong
6 Lu, Jianquan
6 Park, Juhyun (Jessie)
6 Qin, Sitian
6 Solomatine, Dimitri P.
6 Taylor, John Gerald
6 Verleysen, Michel
6 Xu, Zongben
6 Ye, Qiaolin
6 Yu, Wenwu
6 Zhang, Guodong
6 Zhao, Mingbo
5 Baldi, Pierre
5 Chen, Boshan
5 Chen, Xiaoping
5 Cherkassky, Vladimir S.
5 Chow, Tommy W. S.
5 Dang, Chuangyin
5 Doya, Kenji
5 Faydasicok, Ozlem
5 Hammer, Barbara
5 Ho, Daniel W. C.
5 Hu, Wenjun
5 Huang, Kaizhu
5 Kaslik, Eva
5 Kosko, Bart
5 Kůrková, Věra
5 Li, Hongfei
5 Li, Lulu
5 Nie, Xiaobing
5 Príncipe, José Carlos
5 Rolls, Edmund T.
5 Schaal, Stefan
5 Teng, Zhi-dong
5 Ursino, Mauro
5 Velmurugan, Guhan
5 Wang, Ding
5 Wang, Jian
5 Wu, Ailong
5 Wu, Wei
...and 2,678 more Authors
all top 5

Fields

813 Computer science (68-XX)
461 Biology and other natural sciences (92-XX)
335 Systems theory; control (93-XX)
191 Statistics (62-XX)
140 Ordinary differential equations (34-XX)
82 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
70 Operations research, mathematical programming (90-XX)
59 Information and communication theory, circuits (94-XX)
36 Dynamical systems and ergodic theory (37-XX)
31 Numerical analysis (65-XX)
25 Real functions (26-XX)
23 Probability theory and stochastic processes (60-XX)
20 Linear and multilinear algebra; matrix theory (15-XX)
18 Approximations and expansions (41-XX)
16 General and overarching topics; collections (00-XX)
15 Combinatorics (05-XX)
15 Partial differential equations (35-XX)
15 Calculus of variations and optimal control; optimization (49-XX)
8 Operator theory (47-XX)
7 Difference and functional equations (39-XX)
7 Statistical mechanics, structure of matter (82-XX)
5 Number theory (11-XX)
5 Mechanics of particles and systems (70-XX)
4 Geophysics (86-XX)
3 History and biography (01-XX)
3 Functions of a complex variable (30-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
3 Functional analysis (46-XX)
3 Quantum theory (81-XX)
2 Integral transforms, operational calculus (44-XX)
1 Algebraic geometry (14-XX)
1 Associative rings and algebras (16-XX)
1 Category theory; homological algebra (18-XX)
1 Group theory and generalizations (20-XX)
1 Integral equations (45-XX)
1 Algebraic topology (55-XX)
1 Optics, electromagnetic theory (78-XX)

Publications by Year

Citations contained in zbMATH Open

1,061 Publications have been cited 10,558 times in 6,631 Documents Cited by Year
Multilayer feedforward networks are universal approximators. Zbl 1383.92015
Hornik, Kurt; Stinchcombe, Maxwell; White, Halbert
824
1989
Global exponential stability of generalized recurrent neural networks with discrete and distributed delays. Zbl 1102.68569
Liu, Yurong; Wang, Zidong; Liu, Xiaohui
197
2006
Global Mittag-Leffler stability and synchronization of memristor-based fractional-order neural networks. Zbl 1306.34006
Chen, Jiejie; Zeng, Zhigang; Jiang, Ping
130
2014
Nonlinear dynamics and chaos in fractional-order neural networks. Zbl 1254.34103
Kaslik, Eva; Sivasundaram, Seenith
120
2012
Matrix measure strategies for stability and synchronization of inertial BAM neural network with time delays. Zbl 1322.93087
Cao, Jinde; Wan, Ying
108
2014
Error bounds for approximations with deep ReLU networks. Zbl 1429.68260
Yarotsky, Dmitry
95
2017
Projective synchronization of fractional-order memristor-based neural networks. Zbl 1323.93036
Bao, Hai-Bo; Cao, Jin-De
86
2015
Cluster synchronization in an array of hybrid coupled neural networks with delay. Zbl 1338.93284
Cao, Jinde; Li, Lulu
82
2009
Criteria for exponential stability of Cohen-Grossberg neural networks. Zbl 1073.68073
Liao, Xiaofeng; Li, Chunguang; Wong, Kwok-wo
80
2004
State estimation for jumping recurrent neural networks with discrete and distributed delays. Zbl 1335.93125
Wang, Zidong; Liu, Yurong; Liu, Xiaohui
80
2009
An analysis of exponential stability of delayed neural networks with time varying delays. Zbl 1068.68118
Arik, Sabri
78
2004
Absolute exponential stability of recurrent neural networks with Lipschitz-continuous activation functions and time delays. Zbl 1074.68049
Cao, Jinde; Wang, Jun
75
2004
Global asymptotic stability of Hopfield neural network involving distributed delays. Zbl 1082.68100
Zhao, Hongyong
72
2004
Dissipativity and quasi-synchronization for neural networks with discontinuous activations and parameter mismatches. Zbl 1264.93048
Liu, Xiaoyang; Chen, Tianping; Cao, Jinde; Lu, Wenlian
69
2011
Exponential synchronization of delayed memristor-based chaotic neural networks via periodically intermittent control. Zbl 1322.93055
Zhang, Guodong; Shen, Yi
68
2014
Finite-time synchronization of fractional-order memristor-based neural networks with time delays. Zbl 1398.34110
Velmurugan, G.; Rakkiyappan, R.; Cao, Jinde
67
2016
Dynamical behaviors of Cohen-Grossberg neural networks with discontinuous activation functions. Zbl 1078.68127
Lu, Wenlian; Chen, Tianping
67
2005
Stochastic sampled-data control for state estimation of time-varying delayed neural networks. Zbl 1296.93184
Lee, Tae H.; Park, Ju H.; Kwon, O. M.; Lee, S. M.
67
2013
Synchronization of fractional-order complex-valued neural networks with time delay. Zbl 1417.34190
Bao, Haibo; Park, Ju H.; Cao, Jinde
66
2016
Finite-time synchronization for memristor-based neural networks with time-varying delays. Zbl 1398.34107
Abdurahman, Abdujelil; Jiang, Haijun; Teng, Zhidong
63
2015
Global exponential stability of impulsive high-order bam neural networks with time-varying delays. Zbl 1178.68417
Ho, Daniel W. C.; Liang, Jinling; Lam, James
61
2006
Projective synchronization for fractional neural networks. Zbl 1296.34133
Yu, Juan; Hu, Cheng; Jiang, Haijun; Fan, Xiaolin
60
2014
A new approach to exponential stability analysis of neural networks with time-varying delays. Zbl 1093.68093
Xu, Shengyuan; Lam, James
59
2006
Global exponential dissipativity and stabilization of memristor-based recurrent neural networks with time-varying delays. Zbl 1297.93129
Guo, Zhenyuan; Wang, Jun; Yan, Zheng
59
2013
Global exponential synchronization of memristor-based recurrent neural networks with time-varying delays. Zbl 1305.34129
Wen, Shiping; Bao, Gang; Zeng, Zhigang; Chen, Yiran; Huang, Tingwen
57
2013
Practical selection of SVM parameters and noise estimation for SVM regression. Zbl 1075.68632
Cherkassky, Vladimir; Ma, Yunqian
55
2004
Stability and synchronization of memristor-based fractional-order delayed neural networks. Zbl 1398.34096
Chen, Liping; Wu, Ranchao; Cao, Jinde; Liu, Jia-Bao
55
2015
Dynamic behaviors of memristor-based recurrent neural networks with time-varying delays. Zbl 1258.34165
Wu, Ailong; Zeng, Zhigang
55
2012
Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems. Zbl 1335.93068
Vrabie, Draguna; Lewis, Frank
53
2009
Robust fixed-time synchronization of delayed Cohen-Grossberg neural networks. Zbl 1398.34111
Wan, Ying; Cao, Jinde; Wen, Guanghui; Yu, Wenwu
52
2016
Global anti-synchronization of a class of chaotic memristive neural networks with time-varying delays. Zbl 1296.93075
Zhang, Guodong; Shen, Yi; Wang, Leimin
51
2013
Optimal approximation of piecewise smooth functions using deep ReLU neural networks. Zbl 1434.68516
Petersen, Philipp; Voigtlaender, Felix
50
2018
Global exponential stability of complex-valued neural networks with both time-varying delays and impulsive effects. Zbl 1417.34180
Song, Qiankun; Yan, Huan; Zhao, Zhenjiang; Liu, Yurong
49
2016
Stability analysis of fractional-order Hopfield neural networks with time delays. Zbl 1322.93089
Wang, Hu; Yu, Yongguang; Wen, Guoguang
47
2014
Delay-distribution-dependent state estimation for discrete-time stochastic neural networks with random delay. Zbl 1222.93213
Bao, Haibo; Cao, Jinde
46
2011
Global exponential stability of impulsive complex-valued neural networks with both asynchronous time-varying and continuously distributed delays. Zbl 1417.34181
Song, Qiankun; Yan, Huan; Zhao, Zhenjiang; Liu, Yurong
46
2016
Global asymptotic stability analysis for delayed neural networks using a matrix-based quadratic convex approach. Zbl 1322.93079
Zhang, Xian-Ming; Han, Qing-Long
45
2014
Non-fragile \(H_\infty\) synchronization of memristor-based neural networks using passivity theory. Zbl 1398.34109
Mathiyalagan, K.; Anbuvithya, R.; Sakthivel, R.; Park, Ju H.; Prakash, P.
44
2016
\(\alpha\)-stability and \(\alpha\)-synchronization for fractional-order neural networks. Zbl 1258.34118
Yu, Juan; Hu, Cheng; Jiang, Haijun
44
2012
Impulsive synchronization schemes of stochastic complex networks with switching topology: average time approach. Zbl 1307.93377
Li, Chaojie; Yu, Wenwu; Huang, Tingwen
44
2014
Global exponential stability of cellular neural networks with time-varying coefficients and delays. Zbl 1068.68121
Jiang, Haijun; Teng, Zhidong
43
2004
\(p\)th moment exponential stochastic synchronization of coupled memristor-based neural networks with mixed delays via delayed impulsive control. Zbl 1398.34121
Yang, Xinsong; Cao, Jinde; Qiu, Jianlong
43
2015
Event-triggered asynchronous intermittent communication strategy for synchronization in complex dynamical networks. Zbl 1396.93091
Li, Huaqing; Liao, Xiaofeng; Chen, Guo; Hill, David J.; Dong, Zhaoyang; Huang, Tingwen
43
2015
Optimization and applications of echo state networks with leaky- integrator neurons. Zbl 1132.68554
Jaeger, Herbert; Lukoševičius, Mantas; Popovici, Dan; Siewert, Udo
42
2007
On periodic solutions of neural networks via differential inclusions. Zbl 1335.93058
Liu, Xiaoyang; Cao, Jinde
42
2009
An experimental unification of reservoir computing methods. Zbl 1132.68605
Verstraeten, D.; Schrauwen, B.; D’Haene, M.; Stroobandt, D.
41
2007
Asymptotic stability for neural networks with mixed time-delays: the discrete-time case. Zbl 1335.93112
Liu, Yurong; Wang, Zidong; Liu, Xiaohui
41
2009
Dynamics of periodic delayed neural networks. Zbl 1082.68101
Zhou, Jin; Liu, Zengrong; Chen, Guanrong
40
2004
Global asymptotic stability to a generalized Cohen-Grossberg BAM neural networks of neutral type delays. Zbl 1266.34124
Zhang, Zhengqiu; Liu, Wenbin; Zhou, Dongming
40
2012
Synchronization of neural networks with stochastic perturbation via aperiodically intermittent control. Zbl 1396.93138
Zhang, Wei; Li, Chuandong; Huang, Tingwen; Xiao, Mingqing
39
2015
Circuit design and exponential stabilization of memristive neural networks. Zbl 1323.93065
Wen, Shiping; Huang, Tingwen; Zeng, Zhigang; Chen, Yiran; Li, Peng
39
2015
Novel stability of cellular neural networks with interval time-varying delay. Zbl 1254.34102
Hu, Liang; Gao, Huijun; Zheng, Wei Xing
38
2008
Exponential synchronization of stochastic Cohen-Grossberg neural networks with mixed time-varying delays and reaction-diffusion via periodically intermittent control. Zbl 1245.93125
Gan, Qintao
38
2012
Exponential state estimation for Markovian jumping neural networks with time-varying discrete and distributed delays. Zbl 1382.93031
Zhang, Dan; Yu, Li
38
2012
Global exponential stability of neural networks with time-varying delay based on free-matrix-based integral inequality. Zbl 1417.34174
He, Yong; Ji, Meng-Di; Zhang, Chuan-Ke; Wu, Min
37
2016
Stability of delayed neural networks with time-varying impulses. Zbl 1258.34166
Zhang, Wenbing; Tang, Yang; Fang, Jian-An; Wu, Xiaotai
36
2012
Existence and global exponential stability of a periodic solution to interval general bidirectional associative memory (BAM) neural networks with multiple delays on time scales. Zbl 1222.34108
Zhang, Zhengqiu; Liu, Kaiyu
36
2011
Further analysis of global \(\mu\)-stability of complex-valued neural networks with unbounded time-varying delays. Zbl 1398.34103
Velmurugan, G.; Rakkiyappan, R.; Cao, Jinde
35
2015
Exponential synchronization for reaction-diffusion networks with mixed delays in terms of \(p\)-norm via intermittent driving. Zbl 1245.93122
Hu, Cheng; Yu, Juan; Jiang, Haijun; Teng, Zhidong
35
2012
Pinning-controlled synchronization of delayed neural networks with distributed-delay coupling via impulsive control. Zbl 1429.93351
He, Wangli; Qian, Feng; Cao, Jinde
35
2017
Fixed-time stability of dynamical systems and fixed-time synchronization of coupled discontinuous neural networks. Zbl 1441.93279
Hu, Cheng; Yu, Juan; Chen, Zhanheng; Jiang, Haijun; Huang, Tingwen
35
2017
Global exponential stability of recurrent neural networks with time-varying delays in the presence of strong external stimuli. Zbl 1178.68479
Zeng, Zhigang; Wang, Jun
34
2006
Associative dynamics in a chaotic neural network. Zbl 1423.68396
Adachi, M.; Aihara, K.
34
1997
Nonsmooth finite-time stabilization of neural networks with discontinuous activations. Zbl 1307.93353
Liu, Xiaoyang; Park, Ju H.; Jiang, Nan; Cao, Jinde
34
2014
Event-triggered synchronization strategy for complex dynamical networks with the Markovian switching topologies. Zbl 1398.34076
Wang, Aijuan; Dong, Tao; Liao, Xiaofeng
33
2016
New passivity criteria for neural networks with time-varying delay. Zbl 1338.93291
Zhang, Zexu; Mou, Shaoshuai; Lam, James; Gao, Huijun
33
2009
A comparative study of two modeling approaches in neural networks. Zbl 1082.68099
Xu, Zong-Ben; Qiao, Hong; Peng, Jigen; Zhang, Bo
32
2004
Stochastic state estimation for neural networks with distributed delays and Markovian jump. Zbl 1437.93130
Chen, Yun; Zheng, Wei Xing
32
2012
Trends in extreme learning machines: a review. Zbl 1325.68190
Huang, Gao; Huang, Guang-Bin; Song, Shiji; You, Keyou
32
2015
A new upper bound for the norm of interval matrices with application to robust stability analysis of delayed neural networks. Zbl 1296.92085
Faydasicok, Ozlem; Arik, Sabri
32
2013
New conditions for global exponential stability of cellular neural networks with delays. Zbl 1083.68108
Zhao, Hongyong; Cao, Jinde
31
2005
New synchronization criteria for memristor-based networks: adaptive control and feedback control schemes. Zbl 1323.93041
Li, Ning; Cao, Jinde
31
2015
Approximation results for neural network operators activated by sigmoidal functions. Zbl 1296.41017
Costarelli, Danilo; Spigler, Renato
31
2013
Impact of leakage delay on bifurcation in high-order fractional BAM neural networks. Zbl 1439.93004
Huang, Chengdai; Cao, Jinde
30
2018
Stochastic sampled-data control for synchronization of complex dynamical networks with control packet loss and additive time-varying delays. Zbl 1396.93089
Rakkiyappan, R.; Sakthivel, N.; Cao, Jinde
29
2015
Matrix measure method for global exponential stability of complex-valued recurrent neural networks with time-varying delays. Zbl 1398.34097
Gong, Weiqiang; Liang, Jinling; Cao, Jinde
29
2015
On the periodic dynamics of a class of time-varying delayed neural networks via differential inclusions. Zbl 1269.34076
Cai, Zuowei; Huang, Lihong; Guo, Zhenyuan; Chen, Xiaoyan
29
2012
Finite-time synchronization of stochastic coupled neural networks subject to Markovian switching and input saturation. Zbl 1441.93327
Selvaraj, P.; Sakthivel, R.; Kwon, O. M.
29
2018
A new switching design to finite-time stabilization of nonlinear systems with applications to neural networks. Zbl 1323.93064
Liu, Xiaoyang; Ho, Daniel W. C.; Yu, Wenwu; Cao, Jinde
29
2014
Impulsive hybrid discrete-time Hopfield neural networks with delays and multistability analysis. Zbl 1225.93073
Kaslik, Eva; Sivasundaram, Seenith
29
2011
Dynamical cell assembly hypothesis – Theoretical possibility of spatio-temporal coding in the cortex. Zbl 0899.92008
Fujii, Hiroshi; Ito, Hiroyuki; Aihara, Kazuyuki; Ichinose, Natsuhiro; Tsukada, Minoru
28
1996
Robust stability analysis of a class of neural networks with discrete time delays. Zbl 1245.93111
Faydasicok, Ozlem; Arik, Sabri
28
2012
Synchronization of memristor-based recurrent neural networks with two delay components based on second-order reciprocally convex approach. Zbl 1323.93032
Chandrasekar, A.; Rakkiyappan, R.; Cao, Jinde; Lakshmanan, S.
28
2014
Exponential passivity of memristive neural networks with time delays. Zbl 1296.93153
Wu, Ailong; Zeng, Zhigang
28
2014
Pinning cluster synchronization in an array of coupled neural networks under event-based mechanism. Zbl 1417.34111
Li, Lulu; Ho, Daniel W. C.; Cao, Jinde; Lu, Jianquan
28
2016
Absolutely exponential stability of a class of neural networks with unbounded delay. Zbl 1074.68057
Zhang, Jiye; Suda, Yoshihiro; Iwasa, Takashi
27
2004
Stability of Cohen-Grossberg neural networks with time-varying delays. Zbl 1151.68583
Huang, Tingwen; Chan, Andrew; Huang, Yu; Cao, Jinde
27
2007
Stable concurrent synchronization in dynamic system networks. Zbl 1158.68449
Pham, Quang-Cuong; Slotine, Jean-Jacques
26
2007
Robust stability analysis of interval fuzzy Cohen-Grossberg neural networks with piecewise constant argument of generalized type. Zbl 1267.34137
Bao, Gang; Wen, Shiping; Zeng, Zhigang
26
2012
Robust stability analysis of quaternion-valued neural networks with time delays and parameter uncertainties. Zbl 1443.34075
Chen, Xiaofeng; Li, Zhongshan; Song, Qiankun; Hu, Jin; Tan, Yuanshun
26
2017
Synchronization of nonidentical chaotic neural networks with time delays. Zbl 1338.93097
Huang, He; Feng, Gang
26
2009
Bifurcation analysis on a two-neuron system with distributed delays in the frequency domain. Zbl 1073.68715
Liao, Xiaofeng; Li, Shaowen; Chen, Guanrong
25
2004
Finite-time boundedness and stabilization of uncertain switched neural networks with time-varying delay. Zbl 1398.34033
Wu, Yuanyuan; Cao, Jinde; Alofi, Abdulaziz; AL-Mazrooei, Abdullah; Elaiw, Ahmed
25
2015
Global exponential stability of interval general BAM neural networks with reaction-diffusion terms and multiple time-varying delays. Zbl 1221.35057
Zhang, Zhengqiu; Yang, Yan; Huang, Yesheng
25
2011
Exponential stabilization and synchronization for fuzzy model of memristive neural networks by periodically intermittent control. Zbl 1415.93220
Yang, Shiju; Li, Chuandong; Huang, Tingwen
25
2016
A recurrent neural network with exponential convergence for solving convex quadratic program and related linear piecewise equations. Zbl 1068.68130
Xia, Youshen; Feng, Gang; Wang, Jun
24
2004
A deterministic annealing neural network for convex programming. Zbl 0818.90090
Wang, Jun
24
1994
Robust fixed-time synchronization for uncertain complex-valued neural networks with discontinuous activation functions. Zbl 1439.93015
Ding, Xiaoshuai; Cao, Jinde; Alsaedi, Ahmed; Alsaadi, Fuad E.; Hayat, Tasawar
24
2017
Optimal control of unknown affine nonlinear discrete-time systems using offline-trained neural networks with proof of convergence. Zbl 1338.49074
Dierks, Travis; Thumati, Balaje T.; Jagannathan, S.
24
2009
Synchronization control of memristor-based recurrent neural networks with perturbations. Zbl 1307.93038
Wang, Weiping; Li, Lixiang; Peng, Haipeng; Xiao, Jinghua; Yang, Yixian
24
2014
Prespecified-time synchronization of switched coupled neural networks via smooth controllers. Zbl 1478.93604
Shao, Shao; Liu, Xiaoyang; Cao, Jinde
1
2021
Improved approach to the problem of the global Mittag-Leffler synchronization for fractional-order multidimension-valued BAM neural networks based on new inequalities. Zbl 1478.93659
Xiao, Jianying; Zhong, Shouming; Wen, Shiping
1
2021
Approximation rates for neural networks with encodable weights in smoothness spaces. Zbl 1475.68314
Gühring, Ingo; Raslan, Mones
1
2021
Resilient fault-tolerant anti-synchronization for stochastic delayed reaction-diffusion neural networks with semi-Markov jump parameters. Zbl 1447.93078
Zhou, Jianping; Liu, Yamin; Xia, Jianwei; Wang, Zhen; Arik, Sabri
20
2020
Adaptive fault-tolerant consensus for a class of leader-following systems using neural network learning strategy. Zbl 1443.93126
Jin, Xiaozheng; Zhao, Xianfeng; Yu, Jiguo; Wu, Xiaoming; Chi, Jing
17
2020
New approach to global Mittag-Leffler synchronization problem of fractional-order quaternion-valued BAM neural networks based on a new inequality. Zbl 1444.93011
Xiao, Jianying; Wen, Shiping; Yang, Xujun; Zhong, Shouming
16
2020
Event-triggered synchronization of discrete-time neural networks: a switching approach. Zbl 1443.93078
Ding, Sanbo; Wang, Zhanshan
15
2020
Approximation rates for neural networks with general activation functions. Zbl 1480.41007
Siegel, Jonathan W.; Xu, Jinchao
14
2020
A waiting-time-based event-triggered scheme for stabilization of complex-valued neural networks. Zbl 1443.93109
Wang, Xiaohong; Wang, Zhen; Song, Qiankun; Shen, Hao; Huang, Xia
11
2020
Finite-time resilient \(H_\infty\) state estimation for discrete-time delayed neural networks under dynamic event-triggered mechanism. Zbl 1443.93081
Liu, Yufei; Shen, Bo; Shu, Huisheng
11
2020
Global exponential synchronization of delayed memristive neural networks with reaction-diffusion terms. Zbl 1443.93111
Cao, Yanyi; Cao, Yuting; Guo, Zhenyuan; Huang, Tingwen; Wen, Shiping
11
2020
Existence and finite-time stability of discrete fractional-order complex-valued neural networks with time delays. Zbl 1443.93123
You, Xingxing; Song, Qiankun; Zhao, Zhenjiang
11
2020
A new fixed-time stability theorem and its application to the fixed-time synchronization of neural networks. Zbl 1443.93128
Chen, Chuan; Li, Lixiang; Peng, Haipeng; Yang, Yixian; Mi, Ling; Zhao, Hui
11
2020
Exponential and adaptive synchronization of inertial complex-valued neural networks: a non-reduced order and non-separation approach. Zbl 1443.93117
Yu, Juan; Hu, Cheng; Jiang, Haijun; Wang, Leimin
10
2020
Synchronization of complex networks with time-varying delay of unknown bound via delayed impulsive control. Zbl 1447.93153
Xu, Zhilu; Li, Xiaodi; Duan, Peiyong
9
2020
Dynamic behaviors of the FitzHugh-Nagumo neuron model with state-dependent impulsive effects. Zbl 1444.92012
He, Zhilong; Li, Chuandong; Chen, Ling; Cao, Zhengran
8
2020
Global Mittag-Leffler stability and synchronization of discrete-time fractional-order complex-valued neural networks with time delay. Zbl 1444.93025
You, Xingxing; Song, Qiankun; Zhao, Zhenjiang
8
2020
New criteria for global stability of neutral-type Cohen-Grossberg neural networks with multiple delays. Zbl 1447.93253
Faydasicok, Ozlem
8
2020
Finite-time nonfragile time-varying proportional retarded synchronization for Markovian inertial memristive NNs with reaction-diffusion items. Zbl 1443.93120
Song, Xiaona; Man, Jingtao; Song, Shuai; Wang, Zhen
7
2020
Dendrite P systems. Zbl 1468.68100
Peng, Hong; Bao, Tingting; Luo, Xiaohui; Wang, Jun; Song, Xiaoxiao; Riscos-Núñez, Agustín; Pérez-Jiménez, Mario J.
7
2020
Finite-time synchronization of fractional-order gene regulatory networks with time delay. Zbl 1471.92135
Qiao, Yuanhua; Yan, Hongyun; Duan, Lijuan; Miao, Jun
7
2020
Sympnets: intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems. Zbl 1475.68316
Jin, Pengzhan; Zhang, Zhen; Zhu, Aiqing; Tang, Yifa; Karniadakis, George Em
7
2020
Sliding mode control of neural networks via continuous or periodic sampling event-triggering algorithm. Zbl 1443.93039
Wang, Shiqin; Cao, Yuting; Huang, Tingwen; Chen, Yiran; Li, Peng; Wen, Shiping
6
2020
Finite-time and fixed-time anti-synchronization of Markovian neural networks with stochastic disturbances via switching control. Zbl 1443.93122
Wan, Peng; Sun, Dihua; Zhao, Min
6
2020
Cluster stochastic synchronization of complex dynamical networks via fixed-time control scheme. Zbl 1443.93137
Zhang, Wanli; Li, Chuandong; Li, Hongfei; Yang, Xinsong
6
2020
Theory of deep convolutional neural networks: downsampling. Zbl 1434.68532
Zhou, Ding-Xuan
6
2020
A broad class of discrete-time hypercomplex-valued Hopfield neural networks. Zbl 1445.30023
de Castro, Fidelis Zanetti; Valle, Marcos Eduardo
5
2020
Adaptive tracking synchronization for coupled reaction-diffusion neural networks with parameter mismatches. Zbl 1443.93110
Zhang, Hao; Ding, Zhixia; Zeng, Zhigang
5
2020
Further results on finite-time synchronization of delayed inertial memristive neural networks via a novel analysis method. Zbl 1471.93237
Hua, Lanfeng; Zhong, Shouming; Shi, Kaibo; Zhang, Xiaojun
5
2020
Generalized norm for existence, uniqueness and stability of Hopfield neural networks with discrete and distributed delays. Zbl 1471.93230
Wang, Huamin; Wei, Guoliang; Wen, Shiping; Huang, Tingwen
5
2020
A gentle introduction to deep learning for graphs. Zbl 1475.68310
Bacciu, Davide; Errica, Federico; Micheli, Alessio; Podda, Marco
5
2020
A new Lyapunov functional for stability analysis of neutral-type Hopfield neural networks with multiple delays. Zbl 1478.93521
Faydasicok, Ozlem
5
2020
New \(H_\infty\) state estimation criteria of delayed static neural networks via the Lyapunov-Krasovskii functional with negative definite terms. Zbl 1443.93130
He, Jing; Liang, Yan; Yang, Feisheng; Yang, Feng
4
2020
Bipartite synchronization for inertia memristor-based neural networks on coopetition networks. Zbl 1443.93129
Li, Ning; Zheng, Wei Xing
4
2020
Synchronization of coupled neural networks under mixed impulsive effects: a novel delay inequality approach. Zbl 1471.93231
Wang, Yaqi; Lu, Jianquan; Li, Xiaodi; Liang, Jinling
4
2020
Impulsive synchronization of coupled delayed neural networks with actuator saturation and its application to image encryption. Zbl 1471.93147
Ouyang, Deqiang; Shao, Jie; Jiang, Haijun; Nguang, Sing Kiong; Shen, Heng Tao
4
2020
Error bounds for deep ReLU networks using the Kolmogorov-Arnold superposition theorem. Zbl 07438777
Montanelli, Hadrien; Yang, Haizhao
4
2020
Controller design for finite-time and fixed-time stabilization of fractional-order memristive complex-valued BAM neural networks with uncertain parameters and time-varying delays. Zbl 1478.93591
Arslan, Emel; Narayanan, G.; Ali, M. Syed; Arik, Sabri; Saroha, Sumit
4
2020
Fixed-time synchronization of stochastic memristor-based neural networks with adaptive control. Zbl 1478.93720
Ren, Hongwei; Peng, Zhiping; Gu, Yu
4
2020
High-dimensional dynamics of generalization error in neural networks. Zbl 1475.68258
Advani, Madhu S.; Saxe, Andrew M.; Sompolinsky, Haim
4
2020
On the minimax optimality and superiority of deep neural network learning over sparse parameter spaces. Zbl 1434.68508
Hayakawa, Satoshi; Suzuki, Taiji
3
2020
\( l_2- l_\infty\) state estimation for delayed artificial neural networks under high-rate communication channels with round-robin protocol. Zbl 1443.93131
Shen, Yuxuan; Wang, Zidong; Shen, Bo; Alsaadi, Fuad E.; Dobaie, Abdullah M.
3
2020
Synchronization criteria for quaternion-valued coupled neural networks with impulses. Zbl 1471.93225
Qi, Xingnan; Bao, Haibo; Cao, Jinde
3
2020
Generalized Guerra’s interpolation schemes for dense associative neural networks. Zbl 07392283
Agliari, Elena; Alemanno, Francesco; Barra, Adriano; Fachechi, Alberto
3
2020
Global exponential stabilization and lag synchronization control of inertial neural networks with time delays. Zbl 1471.93226
Shi, Jichen; Zeng, Zhigang
3
2020
Pinning bipartite synchronization for inertial coupled delayed neural networks with signed digraph via non-reduced order method. Zbl 1478.93652
Chen, Shanshan; Jiang, Haijun; Lu, Binglong; Yu, Zhiyong; Li, Liang
3
2020
Delay-distribution-dependent state estimation for neural networks under stochastic communication protocol with uncertain transition probabilities. Zbl 1478.93679
Li, Jiahui; Wang, Zidong; Dong, Hongli; Fei, Weiyin
3
2020
Bifurcations in a fractional-order neural network with multiple leakage delays. Zbl 1483.34098
Huang, Chengdai; Liu, Heng; Shi, Xiangyun; Chen, Xiaoping; Xiao, Min; Wang, Zhengxin; Cao, Jinde
3
2020
Event-triggered passivity and synchronization of delayed multiple-weighted coupled reaction-diffusion neural networks with non-identical nodes. Zbl 1443.93080
Lin, Shanrong; Huang, Yanli; Ren, Shunyan
2
2020
A consensus algorithm based on collective neurodynamic system for distributed optimization with linear and bound constraints. Zbl 1440.90050
Zhao, Yan; Liu, Qingshan
2
2020
\(\ell_1\)-gain filter design of discrete-time positive neural networks with mixed delays. Zbl 1444.93030
Xiao, Shunyuan; Zhang, Yijun; Zhang, Baoyong
2
2020
Spacial sampled-data control for \(H_\infty\) output synchronization of directed coupled reaction-diffusion neural networks with mixed delays. Zbl 1443.93076
Lu, Binglong; Jiang, Haijun; Hu, Cheng; Abdurahman, Abdujelil
2
2020
A neurodynamic approach to nonsmooth constrained pseudoconvex optimization problem. Zbl 1444.90113
Xu, Chen; Chai, Yiyuan; Qin, Sitian; Wang, Zhenkun; Feng, Jiqiang
2
2020
Universal approximation with quadratic deep networks. Zbl 1434.68506
Fan, Fenglei; Xiong, Jinjun; Wang, Ge
2
2020
Fixed-time synchronization of delayed Cohen-Grossberg neural networks based on a novel sliding mode. Zbl 1471.93210
Xiao, Jian; Zeng, Zhigang; Wu, Ailong; Wen, Shiping
2
2020
Fast Haar transforms for graph neural networks. Zbl 1468.68185
Li, Ming; Ma, Zheng; Wang, Yu Guang; Zhuang, Xiaosheng
2
2020
Embedding and approximation theorems for echo state networks. Zbl 1468.68098
Hart, Allen; Hook, James; Dawes, Jonathan
2
2020
Stability of delayed inertial neural networks on time scales: a unified matrix-measure approach. Zbl 1478.93564
Xiao, Qiang; Huang, Tingwen
2
2020
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness. Zbl 1475.68315
Jin, Pengzhan; Lu, Lu; Tang, Yifa; Karniadakis, George Em
2
2020
Global \(\mu\)-synchronization of impulsive pantograph neural networks. Zbl 1478.93657
Li, Xuechen; Wang, Nan; Lou, Jungang; Lu, Jianquan
2
2020
An analysis of training and generalization errors in shallow and deep networks. Zbl 1434.68513
Mhaskar, H. N.; Poggio, T.
1
2020
Multi-output parameter-insensitive kernel twin SVR model. Zbl 1434.68428
Li, Yanmeng; Sun, Huaijiang; Yan, Wenzhu; Zhang, Xiaoqian
1
2020
A counterexample regarding “New study on neural networks: the essential order of approximation”. Zbl 1434.65017
Goebbels, Steffen
1
2020
Extreme learning machine for a new hybrid morphological/linear perceptron. Zbl 1434.68456
Sussner, Peter; Campiotti, Israel
1
2020
Global synchronization of coupled delayed memristive reaction-diffusion neural networks. Zbl 1443.93115
Wang, Shiqin; Guo, Zhenyuan; Wen, Shiping; Huang, Tingwen
1
2020
Synchronization of Hindmarsh Rose neurons. Zbl 1444.92016
S. A., Malik; A. H., Mir
1
2020
Differential-game for resource aware approximate optimal control of large-scale nonlinear systems with multiple players. Zbl 1443.93026
Sahoo, Avimanyu; Narayanan, Vignesh
1
2020
Improved multi-view GEPSVM via inter-view difference maximization and intra-view agreement minimization. Zbl 1434.68400
Cheng, Yawen; Yin, Hang; Ye, Qiaolin; Huang, Peng; Fu, Liyong; Yang, Zhangjing; Tian, Yuan
1
2020
Finite-time synchronization of memristor neural networks via interval matrix method. Zbl 1471.93240
Wei, Fei; Chen, Guici; Wang, Wenbo
1
2020
Automated classification of cells into multiple classes in epithelial tissue of oral squamous cell carcinoma using transfer learning and convolutional neural network. Zbl 1471.92174
Das, Navarun; Hussain, Elima; Mahanta, Lipi B.
1
2020
Sparsity through evolutionary pruning prevents neuronal networks from overfitting. Zbl 07392288
Gerum, Richard C.; Erpenbeck, André; Krauss, Patrick; Schilling, Achim
1
2020
Extracting Boolean and probabilistic rules from trained neural networks. Zbl 1468.68160
Liu, Pengyu; Melkman, Avraham A.; Akutsu, Tatsuya
1
2020
Quasi-bipartite synchronization of signed delayed neural networks under impulsive effects. Zbl 1478.93658
Mu, Guohong; Li, Lulu; Li, Xiaodi
1
2020
Phase portraits as movement primitives for fast humanoid robot control. Zbl 1478.93450
Maeda, Guilherme; Koç, Okan; Morimoto, Jun
1
2020
Novel results on finite-time stabilization of state-based switched chaotic inertial neural networks with distributed delays. Zbl 1478.93601
Long, Changqing; Zhang, Guodong; Zeng, Zhigang
1
2020
Asynchronous dissipative filtering for nonhomogeneous Markov switching neural networks with variable packet dropouts. Zbl 1478.93701
Zhou, Xia; Cheng, Jun; Cao, Jinde; Ragulskis, Minvydas
1
2020
Intermittent boundary stabilization of stochastic reaction-diffusion Cohen-Grossberg neural networks. Zbl 1478.93715
Liu, Xiao-Zhen; Wu, Kai-Ning; Zhang, Weihai
1
2020
A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds. Zbl 1480.62208
Kovalev, Maxim S.; Utkin, Lev V.
1
2020
\(H_\infty\) and \(l_2\)-\(l_\infty\) state estimation for delayed memristive neural networks on finite horizon: the round-robin protocol. Zbl 1478.93151
Liu, Hongjian; Wang, Zidong; Fei, Weiyin; Li, Jiahui
1
2020
Quantum-like influence diagrams for decision-making. Zbl 1479.91093
Moreira, Catarina; Tiwari, Prayag; Pandey, Hari Mohan; Bruza, Peter; Wichert, Andreas
1
2020
Dynamic event-based state estimation for delayed artificial neural networks with multiplicative noises: a gain-scheduled approach. Zbl 1478.93408
Liu, Shuai; Wang, Zidong; Chen, Yun; Wei, Guoliang
1
2020
Stochastic DCA for minimizing a large sum of DC functions with application to multi-class logistic regression. Zbl 1481.90263
Le Thi, Hoai An; Le, Hoai Minh; Phan, Duy Nhat; Tran, Bach
1
2020
Boundary Mittag-Leffler stabilization of fractional reaction-diffusion cellular neural networks. Zbl 1478.93532
Liu, Xiao-Zhen; Li, Ze-Tao; Wu, Kai-Ning
1
2020
Exponential synchronization of neural networks with time-varying delays and stochastic impulses. Zbl 1478.93554
Sun, Yifan; Li, Lulu; Liu, Xiaoyang
1
2020
Fixed-time synchronization of inertial memristor-based neural networks with discrete delay. Zbl 1441.93278
Chen, Chuan; Li, Lixiang; Peng, Haipeng; Yang, Yixian
19
2019
Fixed-time synchronization of quaternion-valued memristive neural networks with time delays. Zbl 1441.93285
Wei, Ruoyu; Cao, Jinde
19
2019
Non-fragile state estimation for fractional-order delayed memristive BAM neural networks. Zbl 1443.93107
Bao, Haibo; Park, Ju H.; Cao, Jinde
19
2019
Novel bifurcation results for a delayed fractional-order quaternion-valued neural network. Zbl 1445.34115
Huang, Chengdai; Nie, Xiaobing; Zhao, Xuan; Song, Qiankun; Tu, Zhengwen; Xiao, Min; Cao, Jinde
18
2019
Finite-time cluster synchronization for a class of fuzzy cellular neural networks via non-chattering quantized controllers. Zbl 1441.93264
Tang, Rongqiang; Yang, Xinsong; Wan, Xiaoxiao
17
2019
Stability of stochastic impulsive reaction-diffusion neural networks with S-type distributed delays and its application to image encryption. Zbl 1441.93332
Wei, Tengda; Lin, Ping; Wang, Yangfan; Wang, Linshan
13
2019
Delay-dependent criterion for asymptotic stability of a class of fractional-order memristive neural networks with time-varying delays. Zbl 1443.93108
Chen, Liping; Huang, Tingwen; Machado, J. A. Tenreiro; Lopes, António M.; Chai, Yi; Wu, Ranchao
13
2019
Event-triggered impulsive control on quasi-synchronization of memristive neural networks with time-varying delays. Zbl 1441.93188
Zhou, Yufeng; Zeng, Zhigang
12
2019
Synchronization of memristive neural networks with leakage delay and parameters mismatch via event-triggered control. Zbl 1443.93077
Cao, Yuting; Wang, Shengbo; Guo, Zhenyuan; Huang, Tingwen; Wen, Shiping
12
2019
Fixed-time synchronization of coupled memristor-based neural networks with time-varying delays. Zbl 1441.93286
Yang, Chao; Huang, Lihong; Cai, Zuowei
11
2019
Synchronization of impulsive coupled complex-valued neural networks with delay: the matrix measure method. Zbl 1443.93112
Li, Lulu; Shi, Xiaohong; Liang, Jinling
11
2019
Quasi-projective and complete synchronization of fractional-order complex-valued neural networks with time delays. Zbl 1443.93049
Li, Hong-Li; Hu, Cheng; Cao, Jinde; Jiang, Haijun; Alsaedi, Ahmed
11
2019
Nonlinear approximation via compositions. Zbl 1475.41013
Shen, Zuowei; Yang, Haizhao; Zhang, Shijun
11
2019
Synchronization in uncertain fractional-order memristive complex-valued neural networks with multiple time delays. Zbl 1441.93237
Zhang, Weiwei; Zhang, Hai; Cao, Jinde; Alsaadi, Fuad E.; Chen, Dingyuan
10
2019
Switching event-triggered control for global stabilization of delayed memristive neural networks: an exponential attenuation scheme. Zbl 1443.93079
Fan, Yingjie; Huang, Xia; Shen, Hao; Cao, Jinde
10
2019
Passivity analysis of delayed reaction-diffusion memristor-based neural networks. Zbl 1441.93277
Cao, Yanyi; Cao, Yuting; Wen, Shiping; Huang, Tingwen; Zeng, Zhigang
9
2019
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268 Cao, Jinde
88 Zhong, Shou-Ming
75 Huang, Tingwen
67 Park, Juhyun (Jessie)
65 Jiang, Haijun
60 Li, Chuandong
56 Huang, Lihong
56 Li, Xiaodi
56 Zhu, Quanxin
48 Rakkiyappan, Rajan
47 Zeng, Zhigang
46 Al-saedi, Ahmed Eid Salem
44 Vaidyanathan, Sundarapandian
43 Wang, Zhen
42 Song, Qiankun
40 Alsaadi, Fuad Eid S.
39 Wang, Zidong
38 Hu, Cheng
36 Ali, M. Syed
36 Yang, Xinsong
35 Lu, Jianquan
33 Shi, Kaibo
32 Li, Wenxue
31 Balasubramaniam, Pagavathigounder
31 Kwon, O. M.
30 Liang, Jinling
29 Aihara, Kazuyuki
29 Costarelli, Danilo
29 Wang, Zhanshan
29 Wen, Shiping
27 Teng, Zhi-dong
26 Cheng, Jun
26 Guo, Zhenyuan
26 Xu, Changjin
25 Li, Yongkun
25 Liao, Xiaofeng
24 Fei, Shumin
24 Yang, Yongqing
23 Huang, Chuangxia
23 Sakthivel, Rathinasamy
23 Wu, Huaiqin
23 Xia, Jianwei
22 Ho, Daniel W. C.
22 Liu, Yurong
22 Zhou, Wuneng
21 Bao, Haibo
21 Fang, Jian’an
21 Li, Tao
21 Liu, Xinzhi
21 Samidurai, Rajendran
21 Wang, Jun
20 Liu, Xiaohui
20 Raja, Ramachandran
20 Sugiyama, Masashi
20 Wu, Ailong
20 Yu, Yongguang
19 Chen, Tianping
19 Huang, Xia
19 Jian, Jigui
19 Li, Lixiang
19 Liu, Derong
19 Vinti, Gianluca
18 Lam, James
18 Liu, Xiaoyang
17 Arik, Sabri
17 Cai, Zuowei
17 Huang, Chengdai
17 Kong, Fanchao
17 Li, Peiluan
17 Mhaskar, Hrushikesh N.
17 Yang, Yixian
16 Aouiti, Chaouki
16 Cao, Feilong
16 Kurths, Jürgen
16 Nagamani, G.
16 Rajchakit, Grienggrai
16 Su, Huan
16 Tu, Zhengwen
16 Zhang, Huaguang
16 Zhao, Hongyong
15 Cui, Baotong
15 Huang, Zhenkun
15 Le Thi, Hoai An
15 Lewis, Frank Leroy
15 Liu, Yang
15 Peng, Haipeng
15 Wan, Li
15 Wang, Jing
15 Wu, Ranchao
15 Wu, Zhengguang
15 Xu, Shengyuan
15 Yu, Wenwu
15 Zhao, Zhenjiang
14 Cai, Shuiming
14 Gunasekaran, Nallappan
14 Li, Hongli
14 Suykens, Johan A. K.
14 Yu, Juan
14 Zhang, Weiwei
14 Zhou, Qinghua
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635 Neural Networks
404 Neural Computation
379 Journal of the Franklin Institute
339 Applied Mathematics and Computation
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199 Chaos, Solitons and Fractals
153 Information Sciences
148 Advances in Difference Equations
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