LEADER 00729nam0-22002651i-450 001 990005329720403321 005 20221124091656.0 035 $a000532972 035 $aFED01000532972 035 $a(Aleph)000532972FED01 035 $a000532972 100 $a19990530d1934----km-y0itay50------ba 101 0 $ager 105 $ay-------001yy 200 1 $aMegarische Studien$fvon Krister Hanell 210 $aLund$cA.B. Lindstsdsts Univ. Bokhandel$d1934 215 $a226 p.$d24 cm 700 1$aHanell,$bKrister$0194712 801 0$aIT$bUNINA$gRICA$2UNIMARC 901 $aBK 912 $a990005329720403321 952 $aARCH. BM G 012$bARCH.14437$fFLFBC 959 $aFLFBC 996 $aMegarische Studien$9522460 997 $aUNINA LEADER 01340nam 2200385 n 450 001 996383701603316 005 20221102113927.0 035 $a(CKB)1000000000581182 035 $a(EEBO)2240895654 035 $a(UnM)9928177700971 035 $a(UnM)99830801 035 $a(EXLCZ)991000000000581182 100 $a19950911d1686 uy | 101 0 $aeng 135 $aurbn||||a|bb| 200 12$aA new plot, or The VVhig and Tory united$b[electronic resource] $ebeing a dialogue between Titus Oats and Saxon the perjur'd evidence 210 $aLondon; $cPrinted for.[sic] D. Mallet, at the sign of the Black-Ball, near Bridewell-Bridge$d1686 215 $a4 p 300 $aAt end: "This may be printed, R.P. March the 9th. 1686.". 300 $aImprint from colophon. 300 $aCopy annotated in MS. below title: "18. March. 1685/6". 300 $aReproduction of the original in the Bodleian Library, Oxford. 330 $aeebo-0014 606 $aPopish Plot, 1678$vEarly works to 1800 606 $aPerjury$zEngland$vEarly works to 1800 615 0$aPopish Plot, 1678 615 0$aPerjury 801 0$bCu-RivES 801 1$bCu-RivES 801 2$bCStRLIN 801 2$bWaOLN 906 $aBOOK 912 $a996383701603316 996 $aA new plot, or The VVhig and Tory united$92387266 997 $aUNISA LEADER 03621nam 22007455 450 001 9911034857903321 005 20251020130416.0 010 $a3-032-00910-3 024 7 $a10.1007/978-3-032-00910-4 035 $a(MiAaPQ)EBC32364757 035 $a(Au-PeEL)EBL32364757 035 $a(CKB)41689376100041 035 $a(DE-He213)978-3-032-00910-4 035 $a(EXLCZ)9941689376100041 100 $a20251020d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDifference Equations and Machine Learning /$fby Du?an Stipanovi? 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (187 pages) 225 1 $aSynthesis Lectures on Mathematics & Statistics,$x1938-1751 311 08$a3-032-00909-X 327 $aIntroduction -- Linear Difference Equations -- Nonlinear Difference Equations -- Stability and Chaotic Behaviors of Difference Equations -- Control of Difference Equations -- Applications to Neural Networks and Machine Learning -- Conclusions. 330 $aThis book presents in-depth explanations of well-known and recognized behaviors of neural networks in machine learning. In addition, the author provides novel technical analyses of behaviors of discrete-time dynamical systems modeled as difference equations. These analyses and their outcomes are closely related to models of very well-known neural networks such as Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) neural networks, which are widely used in machine learning and artificial intelligence (AI) applications. The author also discusses difference equations and their relevance to neural networks, machine learning, and AI. In addition, this book: Includes characterizations of difference equations and technical prospectives of discrete-time systems Provides new insights into the dynamical behaviors of some of the most popular neural networks used in machine learning Discusses novel technical analyses of discrete-time dynamical systems modeled as difference equations. 410 0$aSynthesis Lectures on Mathematics & Statistics,$x1938-1751 606 $aDifference equations 606 $aFunctional equations 606 $aMachine learning 606 $aArtificial intelligence 606 $aMathematical analysis 606 $aNeural networks (Computer science) 606 $aMathematics 606 $aDifference and Functional Equations 606 $aMachine Learning 606 $aArtificial Intelligence 606 $aAnalysis 606 $aMathematical Models of Cognitive Processes and Neural Networks 606 $aApplications of Mathematics 615 0$aDifference equations. 615 0$aFunctional equations. 615 0$aMachine learning. 615 0$aArtificial intelligence. 615 0$aMathematical analysis. 615 0$aNeural networks (Computer science) 615 0$aMathematics. 615 14$aDifference and Functional Equations. 615 24$aMachine Learning. 615 24$aArtificial Intelligence. 615 24$aAnalysis. 615 24$aMathematical Models of Cognitive Processes and Neural Networks. 615 24$aApplications of Mathematics. 676 $a515.625 676 $a515.75 700 $aStipanovi?$b Dusan$01852739 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911034857903321 996 $aDifference Equations and Machine Learning$94448627 997 $aUNINA