{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T02:34:13Z","timestamp":1778812453290,"version":"3.51.4"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2013,11,28]],"date-time":"2013-11-28T00:00:00Z","timestamp":1385596800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Mach. Learn. &amp; Cyber."],"published-print":{"date-parts":[[2015,4]]},"DOI":"10.1007\/s13042-013-0215-z","type":"journal-article","created":{"date-parts":[[2013,11,27]],"date-time":"2013-11-27T05:49:28Z","timestamp":1385531368000},"page":"289-305","source":"Crossref","is-referenced-by-count":13,"title":["Improved stochastic dissipativity of uncertain discrete-time neural networks with multiple delays and impulses"],"prefix":"10.1007","volume":"6","author":[{"given":"R.","family":"Raja","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"U.","family":"Karthik Raja","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.","family":"Samidurai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Leelamani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2013,11,28]]},"reference":[{"key":"215_CR1","doi-asserted-by":"crossref","unstructured":"Balasubramaniam P, Rakkiyappan R (2009) Delay-dependent robust stability analysis of uncertain stochastic neural networks with discrete interval and distributed time-varying delays. Neurocomputing 72: 3231-3237","DOI":"10.1016\/j.neucom.2009.02.007"},{"key":"215_CR2","doi-asserted-by":"crossref","unstructured":"Boyd S, ElGhaoui L, Feron E, Balakrishnan V (1994) Linear matrix inequalities in system and control theory. SIAM, Philadelphia","DOI":"10.1137\/1.9781611970777"},{"key":"215_CR3","doi-asserted-by":"crossref","first-page":"1601","DOI":"10.1088\/0951-7715\/19\/7\/008","volume":"19","author":"J Cao","year":"2006","unstructured":"Cao J, Song Q (2006) Stability in Cohen\u2013Grossberg-type bidirectional associative memory neural networks with time-varying delays. Nonlinearity 19:1601\u20131617","journal-title":"Nonlinearity"},{"key":"215_CR4","doi-asserted-by":"crossref","first-page":"013105","DOI":"10.1063\/1.2126940","volume":"16","author":"J Cao","year":"2006","unstructured":"Cao J, Yuan K, Ho DWC, Lam J (2006) Global point dissipativity of neural networks with mixed time-varying delays. Chaos 16:013105","journal-title":"Chaos"},{"key":"215_CR5","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1109\/TCSI.2004.841574","volume":"52","author":"J Cao","year":"2005","unstructured":"Cao J, Wang J (2005) Global asymptotic and robust stability of recurrent neural networks with time delays. IEEE Trans Circuits Syst I I 52: 417-426","journal-title":"IEEE Trans Circuits Syst I"},{"issue":"12","key":"215_CR6","doi-asserted-by":"crossref","first-page":"2154","DOI":"10.1109\/TNN.2008.2006904","volume":"19","author":"W-H Chen","year":"2008","unstructured":"Chen W-H, Zheng WX (2008) Improved delay-dependent asymptotic stability criteria for delayed neural networks. IEEE Trans Neural Netw 19(12):2154-2161","journal-title":"IEEE Trans Neural Netw"},{"key":"215_CR7","doi-asserted-by":"crossref","first-page":"1061","DOI":"10.1016\/j.physleta.2007.09.009","volume":"372","author":"W-H Chen","year":"2008","unstructured":"Chen W-H, Lu X (2008) Mean square exponential stability of uncertain stochastic delayed neural networks. Phys Lett A 372:1061-1069","journal-title":"Phys Lett A"},{"key":"215_CR8","doi-asserted-by":"crossref","unstructured":"Chunwei S, Huijun G, WeiXing Z (2009) A new approach to stability analysis of discrete-time recurrent neural networks with time-varying delay. Neurocomputing 72:2563\u20132568.","DOI":"10.1016\/j.neucom.2008.11.009"},{"key":"215_CR9","doi-asserted-by":"crossref","unstructured":"Eva K, Sivasundaram S (2011) Impulsive hybrid discrete-time Hopfield neural networks with delays and multistability analysis. Neural Netw 24:370\u2013377","DOI":"10.1016\/j.neunet.2010.12.008"},{"key":"215_CR10","doi-asserted-by":"crossref","unstructured":"Honglei X, Chen Y, Teo KL (2010) Global exponential stability of impulsive discrete-time neural networks with time-varying delays. Appl Math Comput 217:537\u2013544","DOI":"10.1016\/j.amc.2010.05.087"},{"issue":"16-18","key":"215_CR11","doi-asserted-by":"crossref","first-page":"2953","DOI":"10.1016\/j.neucom.2006.10.104","volume":"70","author":"YM Huang","year":"2007","unstructured":"Huang YM, Xu DY, Yang ZC (2007) Dissipativity and periodic attractor for non-autonomous neural networks with time-varying delays. Neurocomputing 70(16\u201318):2953\u20132958","journal-title":"Neurocomputing"},{"issue":"3","key":"215_CR12","doi-asserted-by":"crossref","first-page":"356","DOI":"10.1109\/9.50357","volume":"35","author":"PP Khargonekar","year":"1990","unstructured":"Khargonekar PP, Petersen IR, Zhou K (1990) Robust stabilization of uncertain linear systems: quadratic stabilizability and H1 control theory. IEEE Trans Autom Control 35(3):356\u2013361","journal-title":"IEEE Trans Autom Control"},{"key":"215_CR13","doi-asserted-by":"crossref","first-page":"1237","DOI":"10.1016\/0362-546X(94)00244-C","volume":"25","author":"Q Kong","year":"1995","unstructured":"Kong Q, Liao X (1995) Dissipation, boundedness and persistence of general ecological systems. Nonlinear Anal Theory Methods Appl 25:1237\u20131250","journal-title":"Nonlinear Anal Theory Methods Appl"},{"key":"215_CR14","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1006\/jmaa.1993.1055","volume":"173","author":"X Liao","year":"1993","unstructured":"Liao X, Fu Y, Guo Y (1993) Partial dissipative property for a class of nonlinear systems with separated variables. J Math Anal Appl 173: 103-115","journal-title":"J Math Anal Appl"},{"key":"215_CR15","doi-asserted-by":"crossref","first-page":"016118","DOI":"10.1103\/PhysRevE.68.016118","volume":"68","author":"X Liao","year":"2003","unstructured":"Liao X, Wang J (2003) Global dissipativity of continuous-time recurrent neural networks with time delay. Phys Rev E 68:016118","journal-title":"Phys Rev E"},{"key":"215_CR16","doi-asserted-by":"crossref","first-page":"3291","DOI":"10.1016\/j.neucom.2010.04.019","volume":"73","author":"HY Li","year":"2010","unstructured":"Li HY, Wang C, Shi P, Gao H.J (2010) New passivity results for uncertain discrete-time stochastic neural networks with mixed time delays. Neurocomputing 73: 3291\u20133299","journal-title":"Neurocomputing"},{"key":"215_CR17","doi-asserted-by":"crossref","unstructured":"Li HY, Chen B, Zhou Q, Fang S (2008) Robust exponential stability for uncertain stochastic neural networks with discrete and distributed time-varying delays. Phys Lett A 372:3385\u20133394.","DOI":"10.1016\/j.physleta.2008.01.060"},{"key":"215_CR18","doi-asserted-by":"crossref","first-page":"2581","DOI":"10.1016\/j.nonrwa.2008.03.004","volume":"10","author":"T Li","year":"2009","unstructured":"Li T, Luo Q, Sun CY, Zhang BY (2009) Exponential stability of recurrent neural networks with time-varying discrete and distributed delays. Nonlinear Anal Real World Appl 10:2581\u20132589","journal-title":"Nonlinear Anal Real World Appl"},{"key":"215_CR19","doi-asserted-by":"crossref","unstructured":"Meng Z, Shouming Z, Rongjun W, Wei K (2009) Robust stability analysis for discrete-time stochastic neural networks systems with time-varying delays, Appl Math Comput 209:305\u2013313.","DOI":"10.1016\/j.amc.2008.12.084"},{"key":"215_CR20","doi-asserted-by":"crossref","first-page":"613","DOI":"10.1016\/j.cnsns.2010.04.022","volume":"16","author":"R Raja","year":"2011","unstructured":"Raja R., Marshal Anthoni S.(2011) Global exponential stability of BAM neural networks with time-varying delays: the discrete-time case. Commun Nonlinear Sci Numer Simulat 16:613\u2013622","journal-title":"Commun Nonlinear Sci Numer Simulat"},{"issue":"12","key":"215_CR21","doi-asserted-by":"crossref","first-page":"885","DOI":"10.1139\/p10-086","volume":"88","author":"R Raja","year":"2010","unstructured":"Raja R., Sakthivel R., Marshal Anthoni S. (2010) Stability analysis for discrete-time stochastic neural networks with mixed time delays and impulsive effects. Can J Phys 88(12):885\u2013895","journal-title":"Can J Phys"},{"key":"215_CR22","doi-asserted-by":"crossref","unstructured":"Raja R, Karthik Raja U, Samidurai R, Leelamani A (2013) Dynamic analysis of discrete-time BAM neural networks with stochastic perturbations and impulses. Int J Mach Learn Cybern. doi: 10.1007\/s13042-013-0199-8 .","DOI":"10.1007\/s13042-013-0199-8"},{"key":"215_CR23","doi-asserted-by":"crossref","first-page":"967","DOI":"10.1016\/j.nonrwa.2005.09.001","volume":"7","author":"F Ren","year":"2006","unstructured":"Ren F, Cao J (2006) LMI-based criteria for stability of high-order neural networks with time-varying delay. Nonlinear Anal Real World Appl 7:967\u2013979","journal-title":"Nonlinear Anal Real World Appl"},{"key":"215_CR24","doi-asserted-by":"crossref","first-page":"1099","DOI":"10.1142\/S0217984910023141","volume":"24","author":"R Sakthivel","year":"2010","unstructured":"Sakthivel R, Samidurai R, Marshal Anthoni S (2010) Exponential stability for stochastic neural networks of neutral type with impulsive effetcs. Modern Phys Lett B 24:1099\u20131110","journal-title":"Modern Phys Lett B"},{"key":"215_CR25","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1007\/s10957-011-9808-4","volume":"150","author":"R Sakthivel","year":"2011","unstructured":"Sakthivel R, Raja R, Marshal Anthoni S (2011) Exponential stability for delayed stochastic bidirectional associative memory neural networks with Markovian jumping and impulses. J Optim Theory Appl 150:166\u2013187","journal-title":"J Optim Theory Appl"},{"key":"215_CR26","unstructured":"Shu-Lin W, Ke-Lin L, Ting-Zhu H (2013) Global exponential stability of static neural networks with delay and impulses: discrete-time case. Commun Nonlinear Sci Numer Simulat 17:3947\u20133960"},{"key":"215_CR27","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1016\/j.chaos.2004.11.035","volume":"25","author":"Q Song","year":"2005","unstructured":"Song Q, Zhao Z (2005) Global dissipativity of neural networks with both variable and unbounded delays. Chaos Solit Fract 25:393\u2013401","journal-title":"Chaos Solit Fract"},{"key":"215_CR28","doi-asserted-by":"crossref","first-page":"3314","DOI":"10.1016\/j.physa.2008.01.079","volume":"387","author":"Q Song","year":"2008","unstructured":"Song Q, Wang Z (2008) Stability analysis of impulsive stochastic Cohen\u2013Grossberg neural networks with mixed time delays. Phys A 387:3314\u20133326","journal-title":"Phys A"},{"key":"215_CR29","doi-asserted-by":"crossref","unstructured":"Song Q, Cao J (2010) Global dissipativity on uncertain discrete-time neural networks with time-varying delays. Discrete Dyn Nat Soc (Article ID 810408)","DOI":"10.1155\/2010\/810408"},{"key":"215_CR30","doi-asserted-by":"crossref","first-page":"838","DOI":"10.1016\/j.neucom.2010.11.018","volume":"74","author":"Q Song","year":"2011","unstructured":"Song Q (2011) Stocahstic dissipativity analysis on discrete-time neural networks with time-varying delays. Neurocomputing 74:838\u2013845","journal-title":"Neurocomputing"},{"key":"215_CR31","doi-asserted-by":"crossref","unstructured":"Syed Ali M (2012) Robust stability of stochastic uncertain recurrent neural networks with Markovian jumping parameters and time-varying delays. Int J Mach Learn Cybern. doi: 10.1007\/s13042-012-0124-6","DOI":"10.1007\/s13042-012-0124-6"},{"issue":"5","key":"215_CR32","doi-asserted-by":"crossref","first-page":"601","DOI":"10.1109\/91.873583","volume":"8","author":"E Tsang","year":"2000","unstructured":"Tsang E, Wang X, Yeung D (2000) Improving learning accuracy of fuzzy decision trees by hybrid neural networks. IEEE Trans Fuzzy Syst 8(5):601\u2013614","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"13-15","key":"215_CR33","doi-asserted-by":"crossref","first-page":"2581","DOI":"10.1016\/j.neucom.2007.01.005","volume":"70","author":"X Wang","year":"2007","unstructured":"Wang X, Dong C, Fan T (2007) Training T-S norm neural networks to refine weights for fuzzy if-then rules. Neurocomputing 70(13\u201315):2581\u20132587","journal-title":"Neurocomputing"},{"key":"215_CR34","doi-asserted-by":"crossref","unstructured":"Xia Y, Cao J, Cheng SS (2007) Global exponential stability of delayed cellular neural networks with impulses. Neurocomputing 70:2495\u20132501","DOI":"10.1016\/j.neucom.2006.08.005"},{"key":"215_CR35","doi-asserted-by":"crossref","unstructured":"Xiaopeng W, Dongsheng Z, Qiang Z (2009) On asymptotic stability of discrete-time non-autonomous delayed Hopfield neural networks. Comput Math Appl 57:1938\u20131942","DOI":"10.1016\/j.camwa.2008.10.031"},{"key":"215_CR36","doi-asserted-by":"crossref","unstructured":"Yan O, Hongyang L, Yulin S, Zhiguang F (2010) Stability analysis of discrete-time stochastic neural networks with time-varying delays. Neurocomputing 73:740-748","DOI":"10.1016\/j.neucom.2009.10.017"},{"key":"215_CR37","doi-asserted-by":"crossref","unstructured":"Yurong L, Zidong W, Xiaohui L (2009) Asymptotic stability for neural networks with mixed time-delays: the discrete-time case. Neural Netw 22:67\u201374","DOI":"10.1016\/j.neunet.2008.10.001"},{"key":"215_CR38","doi-asserted-by":"crossref","unstructured":"Zhou L, Li C, Wan J (2008) Global stability of discrete-time recurrent neural networks with impulse effects. J Phys Conf Ser 96:012104","DOI":"10.1088\/1742-6596\/96\/1\/012104"},{"key":"215_CR39","doi-asserted-by":"crossref","unstructured":"Zixin L, Shu L, Shouming Z, Mao Y (2010) Improved exponential stability criteria for discrete-time neural networks with time-varying delay. Neurocomputing 73:975\u2013985","DOI":"10.1016\/j.neucom.2009.08.017"}],"container-title":["International Journal of Machine Learning and Cybernetics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-013-0215-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13042-013-0215-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13042-013-0215-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,4]],"date-time":"2019-08-04T04:33:24Z","timestamp":1564893204000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13042-013-0215-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,11,28]]},"references-count":39,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2015,4]]}},"alternative-id":["215"],"URL":"https:\/\/doi.org\/10.1007\/s13042-013-0215-z","relation":{},"ISSN":["1868-8071","1868-808X"],"issn-type":[{"value":"1868-8071","type":"print"},{"value":"1868-808X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,11,28]]}}}