{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T00:26:13Z","timestamp":1777422373303,"version":"3.51.4"},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"3-4","license":[{"start":{"date-parts":[[2012,6,10]],"date-time":"2012-06-10T00:00:00Z","timestamp":1339286400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2013,9]]},"DOI":"10.1007\/s00521-012-0998-y","type":"journal-article","created":{"date-parts":[[2012,6,9]],"date-time":"2012-06-09T03:47:10Z","timestamp":1339213630000},"page":"815-821","source":"Crossref","is-referenced-by-count":56,"title":["Dynamic behaviors of memristor-based delayed recurrent networks"],"prefix":"10.1007","volume":"23","author":[{"given":"Shiping","family":"Wen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhigang","family":"Zeng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tingwen","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,6,10]]},"reference":[{"key":"998_CR1","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1109\/TCT.1971.1083337","volume":"T-18","author":"L Chua","year":"1971","unstructured":"Chua L (1971) Memristor\u2014the missing circuit element. IEEE Trans Circuit T-18:507\u2013519","journal-title":"IEEE Trans Circuit"},{"key":"998_CR2","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1038\/nature06932","volume":"453","author":"D Strukov","year":"2008","unstructured":"Strukov D, Snider G, Stewart D, Williams R (2008) The missing memristor found. Nature 453:80\u201383","journal-title":"Nature"},{"key":"998_CR3","doi-asserted-by":"crossref","first-page":"1717","DOI":"10.1109\/JPROC.2009.2021077","volume":"97","author":"M Ventra","year":"2009","unstructured":"Ventra M, Pershin Y, Chua L (2009) Circuit elements with memory: memristors, memcapacitors, and meminductors. Proc IEEE 97:1717\u20131724","journal-title":"Proc IEEE"},{"key":"998_CR4","doi-asserted-by":"crossref","first-page":"1028","DOI":"10.1109\/TCSI.2002.800841","volume":"49","author":"A Chen","year":"2002","unstructured":"Chen A, Cao J, Huang L (2002) An estimation of upperbound of delays for global asymptotic stability of delayed Hopfield neural networks. IEEE Trans Circuits Syst I 49:1028\u20131032","journal-title":"IEEE Trans Circuits Syst I"},{"key":"998_CR5","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1016\/j.chaos.2004.04.002","volume":"23","author":"J Cao","year":"2005","unstructured":"Cao J, Huang D, Qu Y (2005) Global robust stability of delayed recurrent neural networks. Chaos Solitions Fractals 23:221\u2013229","journal-title":"Chaos Solitions Fractals"},{"key":"998_CR6","doi-asserted-by":"crossref","first-page":"1646","DOI":"10.1109\/TNN.2006.881488","volume":"17","author":"J Cao","year":"2006","unstructured":"Cao J, Yuan K, Li H (2006) Global asymptotical stability of recurrent neural networks with multiple discrete delays and distributed delays. IEEE Trans Neural Netw 17:1646\u20131651","journal-title":"IEEE Trans Neural Netw"},{"key":"998_CR7","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 52:417\u2013426","journal-title":"IEEE Trans Circuits Syst I"},{"key":"998_CR8","doi-asserted-by":"crossref","first-page":"802","DOI":"10.1109\/TAC.2002.1000277","volume":"47","author":"S Hu","year":"2002","unstructured":"Hu S, Wang J (2002) Global asmptotic stability and global exponential stability of continuous-time recurrent neural networks. IEEE Trans Automat Control 47:802\u2013807","journal-title":"IEEE Trans Automat Control"},{"key":"998_CR9","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1016\/S0096-3003(02)00289-8","volume":"142","author":"H Huang","year":"2003","unstructured":"Huang H, Cao J (2003) On global asymptotic stability of recurrent neural networks with time-varying delays. Appl Math Comput 142:143\u2013154","journal-title":"Appl Math Comput"},{"key":"998_CR10","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1016\/S0375-9601(02)00537-6","volume":"298","author":"H Huang","year":"2002","unstructured":"Huang H, Cao J, Wang J (2002) Global exponential stability and periodic solutions of recurrent neural networks with delays. Phys Lett A 298:393\u2013404","journal-title":"Phys Lett A"},{"key":"998_CR11","doi-asserted-by":"crossref","first-page":"1229","DOI":"10.1016\/j.nonrwa.2007.10.017","volume":"10","author":"T Li","year":"2009","unstructured":"Li T, Fei S, Zhu Q (2009) Design of exponential state estimator for neural networks with distributed delays. Nonlinear Anal RWA 10:1229\u20131242","journal-title":"Nonlinear Anal RWA"},{"key":"998_CR12","doi-asserted-by":"crossref","first-page":"1235","DOI":"10.1016\/j.aml.2009.01.036","volume":"22","author":"X Li","year":"2009","unstructured":"Li X (2009) Global exponential stability for a class of neural networks. Appl Math Lett 22:1235\u20131239","journal-title":"Appl Math Lett"},{"key":"998_CR13","doi-asserted-by":"crossref","first-page":"3253","DOI":"10.1016\/j.nonrwa.2008.10.028","volume":"10","author":"X Li","year":"2009","unstructured":"Li X, Chen Z (2009) Stability properties for Hopfield neural networks with delays and impulsive perturbations. Nonlinear Anal RWA 10:3253\u20133265","journal-title":"Nonlinear Anal RWA"},{"key":"998_CR14","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1016\/j.nonrwa.2008.10.050","volume":"11","author":"R Rakkiyappan","year":"2010","unstructured":"Rakkiyappan R, Balasubramaniam P, Cao J (2010) Global exponential stability results for neutral-type impulsive neural networks. Nonlinear Anal RWA 11:122\u2013130","journal-title":"Nonlinear Anal: RWA"},{"key":"998_CR15","doi-asserted-by":"crossref","first-page":"528","DOI":"10.1109\/TNN.2007.911751","volume":"19","author":"Y Shen","year":"2008","unstructured":"Shen Y, Wang J (2008) An improved algebraic criterion for global exponential stability of recurrent neural networks with time-varying delays. IEEE Trans Neural Netw 19:528\u2013531","journal-title":"IEEE Trans Neural Netw"},{"key":"998_CR16","unstructured":"Bao G, Zeng Z (2011) Analysis and design of associative memories based on recurrent neural network with discontinuous activation functions. Neurocomputing. doi: 101016\/j.neucom.2011.08.026"},{"key":"998_CR17","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1016\/j.physleta.2005.05.017","volume":"342","author":"Z Zeng","year":"2005","unstructured":"Zeng Z, Huang D, Wang Z (2005) Memory pattern analysis of cellular neural networks. Phys Lett A 342:114\u2013128","journal-title":"Phys Lett A"},{"key":"998_CR18","doi-asserted-by":"crossref","first-page":"1528","DOI":"10.1016\/j.neunet.2006.08.009","volume":"19","author":"Z Zeng","year":"2006","unstructured":"Zeng Z, Wang J (2006) Global exponential stability of recurrent neural networks with time-varying delays in the presence of strong external stimuli. Neural Netw 19:1528\u20131537","journal-title":"Neural Netw"},{"key":"998_CR19","doi-asserted-by":"crossref","first-page":"1353","DOI":"10.1109\/TCSI.2003.817760","volume":"50","author":"Z Zeng","year":"2003","unstructured":"Zeng Z, Wang J, Liao X (2003) Global exponential stability of a general class of recurrent neural networks with time-varying delays. IEEE Trans Circuits Syst I 50:1353\u20131358","journal-title":"IEEE Trans Circuits Syst I"},{"key":"998_CR20","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1109\/TCSII.2004.842047","volume":"52","author":"Z Zeng","year":"2005","unstructured":"Zeng Z, Wang J, Liao X (2005) Global asmptotic stability and global exponential stability of neural networks with unbounded time-varying delays. IEEE Trans Circuits Syst II 52:168\u2013173","journal-title":"IEEE Trans Circuits Syst II"},{"key":"998_CR21","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1145\/1897852.1897859","volume":"54","author":"G Anthes","year":"2010","unstructured":"Anthes G (2010) Memristor: pass or fail. Commun ACM 54:22\u201324","journal-title":"Commun ACM"},{"key":"998_CR22","doi-asserted-by":"crossref","first-page":"706","DOI":"10.1109\/LED.2009.2021418","volume":"30","author":"N Gergel-Hackett","year":"2009","unstructured":"Gergel-Hackett N, Hamadani B, Suehle J, Richter C, Hacker C, Gundlach D (2009) A flexible solution-processed memristor. IEEE Electron Device Lett 30:706\u2013708","journal-title":"IEEE Electron Device Lett"},{"key":"998_CR23","doi-asserted-by":"crossref","first-page":"3183","DOI":"10.1142\/S0218127408022354","volume":"18","author":"M Itoh","year":"2008","unstructured":"Itoh M, Chua L (2008) Memristor oscillators. Int J Bifur Chaos 18:3183\u20133206","journal-title":"Int J Bifur Chaos"},{"key":"998_CR24","doi-asserted-by":"crossref","unstructured":"Hu J, Wang J (2010) Global uniform asymptotic stability of memristor-based recurrent neural networks with time delays. In: Proceedings of IJCNN 2010, Spain","DOI":"10.1109\/IJCNN.2010.5596359"},{"key":"998_CR25","doi-asserted-by":"crossref","first-page":"881","DOI":"10.1016\/j.neunet.2010.05.001","volume":"23","author":"Y Pershin","year":"2010","unstructured":"Pershin Y, Ventra M (2010) Experimental demonstration of associative memory with memristive neural networks. Neural Netw 23:881\u2013886","journal-title":"Neural Netw"},{"key":"998_CR26","doi-asserted-by":"crossref","first-page":"4582","DOI":"10.1016\/j.ins.2010.08.014","volume":"180","author":"C Ahn","year":"2010","unstructured":"Ahn C (2010) Passive learning and input-to-state stability of switched Hopfield neural networks with time-delay. Inf Sci 180:4582\u20134594","journal-title":"Inf Sci"},{"key":"998_CR27","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1016\/j.physleta.2005.07.042","volume":"345","author":"H Huang","year":"2005","unstructured":"Huang H, Qu Y, Li H (2005) Robust stability analysis of switched Hopfield neural networks with time-varying dealy under uncertainty. Phys Lett A 345:345\u2013354","journal-title":"Phys Lett A"},{"key":"998_CR28","doi-asserted-by":"crossref","first-page":"304","DOI":"10.1007\/s11633-007-0304-0","volume":"4","author":"X Lou","year":"2007","unstructured":"Lou X, Cui B (2007) Delay-dependent criteria for robust stability of uncertain switched Hopfield neural networks. Int J Autom Comput 4:304\u2013314","journal-title":"Int J Autom Comput"},{"key":"998_CR29","doi-asserted-by":"crossref","first-page":"631","DOI":"10.1016\/j.nahs.2009.05.006","volume":"3","author":"P Niamsup","year":"2009","unstructured":"Niamsup P (2009) Stability of time-varying switched systems with time-varying delay. Nonlinear Anal Hybrid Syst 3:631\u2013639","journal-title":"Nonlinear Anal Hybrid Syst"},{"key":"998_CR30","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1016\/j.physleta.2006.03.078","volume":"356","author":"Z Wang","year":"2006","unstructured":"Wang Z, Liu Y, Yu L, Liu X (2006) Exponential stability of delayed recurrent neural networks with Markovian jumping parameters. Phys Lett A 356:346\u2013352","journal-title":"Phys Lett A"},{"key":"998_CR31","doi-asserted-by":"crossref","first-page":"1396","DOI":"10.1109\/TNN.2010.2056383","volume":"21","author":"L Wu","year":"2010","unstructured":"Wu L, Feng Z, Zheng W (2010) Exponential stability analysis for delayed neural networks with switching parameters: average dwell time approach. IEEE Trans Neural Netw 21:1396\u20131407","journal-title":"IEEE Trans Neural Netw"},{"key":"998_CR32","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1016\/j.nahs.2006.03.001","volume":"1","author":"Y Zhang","year":"2007","unstructured":"Zhang Y, Liu X, Shen X (2007) Stability of switched systems with time delay. Nonlinear Anal Hybrid Syst 1:44\u201358","journal-title":"Nonlinear Anal Hybrid Syst"},{"key":"998_CR33","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1016\/j.nahs.2010.03.004","volume":"4","author":"G Zong","year":"2010","unstructured":"Zong G, Liu J, Zhang Y, Hou L (2010) Delay-range-dependent exponential stability criteria and decay estimation for switched Hopfield neural networks of neutral type. Nonlinear Anal Hybrid Syst 4:583\u2013592","journal-title":"Nonlinear Anal Hybrid Syst"},{"key":"998_CR34","doi-asserted-by":"crossref","unstructured":"Mosleh M, Allahviranloo T, Otadi M (2011) Evalustion of fully fuzzy regression models by fuzzy neural network. Neural Comput Appl. doi: 10.1007\/S00521-011-0698-Z","DOI":"10.1007\/s00521-011-0698-z"},{"key":"998_CR35","doi-asserted-by":"crossref","unstructured":"Li Y, Deng S, Zhou G (2011) Improvement and performance analysis of a novel hash function based on chaotic neural network. Neural Comput Appl. doi: 10.1007\/S00521-011-0703-6","DOI":"10.1007\/s00521-011-0703-6"},{"key":"998_CR36","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-015-7793-9","volume-title":"Differential equations with discontinuous right-hand side, mathematics its applications","author":"A Filippov","year":"1988","unstructured":"Filippov A (1988) Differential equations with discontinuous right-hand side, mathematics its applications. Kluwer, Boston"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-012-0998-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-012-0998-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-012-0998-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T02:14:42Z","timestamp":1559096082000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-012-0998-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,6,10]]},"references-count":36,"journal-issue":{"issue":"3-4","published-print":{"date-parts":[[2013,9]]}},"alternative-id":["998"],"URL":"https:\/\/doi.org\/10.1007\/s00521-012-0998-y","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,6,10]]}}}