LEADER 02659nam 2200601 a 450 001 9910957230303321 005 20251116181846.0 010 $a1-62257-103-7 035 $a(CKB)2550000001043311 035 $a(EBL)3021387 035 $a(SSID)ssj0000880417 035 $a(PQKBManifestationID)12428830 035 $a(PQKBTitleCode)TC0000880417 035 $a(PQKBWorkID)10895997 035 $a(PQKB)10699939 035 $a(MiAaPQ)EBC3021387 035 $a(Au-PeEL)EBL3021387 035 $a(CaPaEBR)ebr10683045 035 $a(OCoLC)839886484 035 $a(BIP)32841682 035 $a(EXLCZ)992550000001043311 100 $a20110225d2011 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aArtificial neural network training and software implementation techniques /$fAli Kattan, Rosni Abdullah and Zong Woo Geem 205 $a1st ed. 210 $aHauppauge, N.Y. $cNova Science Publishers$dc2011 215 $a1 online resource (68 p.) 225 1 $aComputer networks 225 1 $aNovinka 300 $aDescription based upon print version of record. 311 08$a1-61122-990-1 320 $aIncludes bibliographical references (p.[43]-53) and index. 327 $aFeed-forward neural networks -- FFANN software simulation -- FFANN training concept -- Trajectory-driven training paradigm -- Evolutionary-based training paradigm -- FFANN simulation utilizing graphic-processing units. 330 $aArtificial neural networks (ANN) are widely used in diverse fields of science and industry. Though there have been numerous techniques used for their implementations, the choice of a specific implementation is subjected to different factors including cost, accuracy, processing speed and overall performance. Featured with synaptic plasticity, the process of training is concerned with adjusting the individual weights between each of the individual ANN neurons until we can achieve close to the desired output. This book introduces the common trajectory-driven and evolutionary-based ANN training algorithms. 410 0$aComputer networks series. 410 0$aNovinka. 606 $aNeural networks (Computer science) 615 0$aNeural networks (Computer science) 676 $a006.3/2 700 $aKattan$b Ali$01861271 701 $aAbdullah$b Rosni$01861272 701 $aGeem$b Zong Woo$01133777 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910957230303321 996 $aArtificial neural network training and software implementation techniques$94467362 997 $aUNINA