000 02770nam a22005415i 4500
001 978-3-662-47833-2
003 DE-He213
005 20200421111843.0
007 cr nn 008mamaa
008 150813s2016 gw | s |||| 0|eng d
020 _a9783662478332
_9978-3-662-47833-2
024 7 _a10.1007/978-3-662-47833-2
_2doi
050 4 _aTJ212-225
072 7 _aTJFM
_2bicssc
072 7 _aTEC004000
_2bisacsh
082 0 4 _a629.8
_223
100 1 _aZhou, Wuneng.
_eauthor.
245 1 0 _aStability and Synchronization Control of Stochastic Neural Networks
_h[electronic resource] /
_cby Wuneng Zhou, Jun Yang, Liuwei Zhou, Dongbing Tong.
250 _a1st ed. 2016.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2016.
300 _aXVI, 357 p. 82 illus., 80 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Systems, Decision and Control,
_x2198-4182 ;
_v35
505 0 _aRelative Mathematic Foundation -- Asymptotical and Exponential Stability and Synchronization for NN -- Robust Stability and Synchronization for NN -- Adaptive Stability and Synchronization for NN -- Stability and Synchronization for Neutral-type NN -- Stability and Synchronization for NN with Levy Noise -- Some Applications to Finance Based-on NN.
520 _aThis book reports on the latest findings in the study of Stochastic Neural Networks (SNN). The book collects the novel model of the disturbance driven by Levy process, the research method of M-matrix, and the adaptive control method of the SNN in the context of stability and synchronization control. The book will be of interest to university researchers, graduate students in control science and engineering and neural networks who wish to learn the core principles, methods, algorithms and applications of SNN.
650 0 _aEngineering.
650 0 _aNeural networks (Computer science).
650 0 _aComputational intelligence.
650 0 _aControl engineering.
650 1 4 _aEngineering.
650 2 4 _aControl.
650 2 4 _aMathematical Models of Cognitive Processes and Neural Networks.
650 2 4 _aComputational Intelligence.
700 1 _aYang, Jun.
_eauthor.
700 1 _aZhou, Liuwei.
_eauthor.
700 1 _aTong, Dongbing.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783662478325
830 0 _aStudies in Systems, Decision and Control,
_x2198-4182 ;
_v35
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-662-47833-2
912 _aZDB-2-ENG
942 _cEBK
999 _c55660
_d55660