Neural networks for control. Sontag, E. In Trentelman, H. L. & Willems, J. C., editors, Essays on control: perspectives in the theory and its applications (Groningen, 1993), volume 14, of Progr. Systems Control Theory, pages 339–380. Birkh�user Boston, Boston, MA, 1993. A longer version (tech report with more details) is here: http://www.math.rutgers.edu/(tilde)sontag/FTPDIR/neural-nets-siemens.pdf
abstract   bibtex   
This paper has an expository introduction to two related topics: (a) Some mathematical results regarding "neural networks", and (b) so-called "neurocontrol" and "learning control" (each part can be read independently of the other). It was prepared for a short course given at the 1993 European Control Conference.
@INCOLLECTION{MR1247275,
   AUTHOR       = {E.D. Sontag},
   BOOKTITLE    = {Essays on control: perspectives in the theory and its applications (Groningen, 1993)},
   PUBLISHER    = {Birkh�user Boston},
   TITLE        = {Neural networks for control},
   YEAR         = {1993},
   ADDRESS      = {Boston, MA},
   OPTCHAPTER   = {},
   OPTCROSSREF  = {},
   OPTEDITION   = {},
   EDITOR       = {H. L. Trentelman and J. C. Willems},
   OPTMONTH     = {},
   NOTE         = {A longer version (tech report with more details) is here: http://www.math.rutgers.edu/(tilde)sontag/FTPDIR/neural-nets-siemens.pdf},
   OPTNUMBER    = {},
   PAGES        = {339--380},
   SERIES       = {Progr. Systems Control Theory},
   OPTTYPE      = {},
   VOLUME       = {14},
   KEYWORDS     = {neural networks, recurrent neural networks, 
      neural networks},
   PDF          = {../../FTPDIR/93ecc-nn.pdf},
   ABSTRACT     = { This paper has an expository introduction to two 
      related topics: (a) Some mathematical results regarding "neural 
      networks", and (b) so-called "neurocontrol" and "learning control" 
      (each part can be read independently of the other). It was prepared 
      for a short course given at the 1993 European Control Conference. }
}

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