ñksia fud,h i;= u;lh

úYaj mrsKdufha úYsIaG;u ks¾udKh ñksia fud,hhs' ñksia fud,h i;= u;lh iy {dKh ksid tu úYsIaG;ajh ñksia fud,hg ,eî we;' fï ksid fï úYajfha isák ÈhqKqu Ôúhd ñksid njg m;a ù ;sfí' thg WodyrKhla f,i fndfydA yelshdjka we;s foúhka n%yauhka isáho iïud iïnqoaO;ajh ,eìh yelafla ñksil=g muKla ùu u ñksia fud,fha we;s úYaIaG;ajhg fydou idOlhhs' tfiakï" tjeks úYsIaG fud,hlg Tno ysñlrefjls' tneúka tu u;lfhka yd {dKfhka Tn ksis M, .; hq;= fkdjkafkao@

u;lh hkq hula kej; isys lr .ekSfï yelshdjhs' {dKh fuhg jvd ;rula fjkia jk w;r th ir,j hï .eg¨jlg ms<s;=rla fidhd .ekSfï yelshdj jYfhka fmkajd Èh yelsh' kùk úoHdjg wkqj u;lh we;s jkafka ñksia fud,fha we;s kshqfrdak kï ffY, j, ls%hdldÍ;ajhfhks' ñksia fud,h yd kshqfrdak lshd;aul jk wdldrh my; rEm foflys fmkajd we;'

ñksia fud,h ñksia fud,fha we;s kshqfrdak

fud,fha fujeks kshqfrdak ì,shk .Kkla we;s kuq;a idudkH ñksil=f.a u;lh ioyd ls%hd;aul jkafka bka 10] muKs' tkï Tfí u;lfhka 10] muKla ls%hdldÍ nj Tn uolg j;a is;=jdo@ tfiau b;sß 90] Tn m%fhdackhg .kafka ljodo@' fuu u;lh flá ld,Sk u;lh yd §¾> ld,Sk u;lh jYfhka fldgia follg fnod olajd we;' flá ld,Sk u;lh hkq laIKslj Tn olsk fyda wik foh kej; u;l ;nd .ekSfï yelshdjhs' fláld,Sk u;lfha ld, iSudj idudkHfhka ;;amr 30 ls' §¾> ld,Sk u;lh hkq §¾>ld,Skj ;ekam;a jk u;lhhs' tu u;lh fndfyda l,a mj;S' WodyrKhla f,i Tn ks;r ks;r isys lrk isÿùula Tfí u;lfha fndfyda l,a mj;S' th §¾> ld,Sk u;lhhs' tfiakï ±ka Tfí u;lfha yelshdj fldmuK±hs m<uqj mÍlaId lr n,uq' fï ioyd Ndú;d l, yels ir, mÍlaIK folla my; ±lafõ'

1' Tn Tfí ñ;=frl=g wyUq f,i tlsfklg fjkia m%dKdlaIr j,ska f;dr wl=re 03 la iy wxl ;=klska hq;a ixLHdjla lshkak' ±ka ñ;=rdg tu ixLHdfõ isg my,g ;=fkka ;=kg wvq jk

f,ig .Kskak lshkak' fuf,i ;;amr 30 la .ek wjidk jQ miq wl=re ;=k wykak' ixLHdj mejish yelskï Tfì ñ;=rdf.a u;lh fydo uÜgul mj;S'

2' ñ;=rdg wyUq f,i wl=re 10 la iy ixLHdjla lshkak' by; f,igu ;;amr 30 la wdmiq .ek wjidk jQ miq lshQ wl=re 10 ul;fhka wdfrdayK ms<sj,g lshkak lshkak' idudkH ñksil=f.a yelshdj wl=re 4 - 6 w;r fõ' tu.ska Tfí ñ;=rdf.a u;l yelshdj uek .kak'

Tn lrk is;k ish¨ foa Tfí u;lfha .nvd jk nj Tn okakjdo@ tfy;a .eg¨j kï .nvd jQ u;lh kej; ,nd .ekSu ^u;la lr .ekSu& wmyiq ùuhs' Tng Tfí w;S;h iaurKh l, yelafla uo jYfhks' tfy;a hful=g cd;siaurK {dKh ,enQ miq Tyq w;S;fha Wmka wd;au yd l< lS iEu fohlau myiqfjka u;la l, yelsh' tfia jkafka lrk ish¨ foa u;lfha .nvd jk neúks' fï ksid Tn fï ms<snoj b;d ie,ls,su;a jkak' Tng lsis fohla ie.úh fkdyels fiau l, lsis fohla uld ±ñh o fkdyel' wm ieu úgu wl=I, l¾u j,ska wE;a ù l=i, l¾uu isÿ l, hq;af;a fï ksidfjks' mqxÑ Tn fï ms<snoj fydÈka ys;g .kak' lrk iEu fiau u;lfha /fok nj ks;r isys lrkak' whym;a jeäka je,lSug th Tng fydo msgqjy,la jkq fkdwkqudkh'

mdi,a orejka jk Tng u;lh b;d jeo.;a nj wuq;=fjka lsj hq;= fkdfõ' Tn mdvï lrk úg isÿ lrkafka we;af;kau úNd.fha§ ms<s;=re iemhSu ioyd u;l ;nd .ekSuhs' tfiakï u;l ;nd .ekSu jeä jQ úg myiqfjka úNd. iu;a úh yelsh' fï ksid Tnf.a u;l yelshdj j¾Okh lr .ekSu b;d jeo.;ah'

u;lh j¾Okh lr .ekSug Ndjkdj b;d fydÈka fhdod .; yelsh' ta ioyd wdkdmdk Ndjkdj fyda ffu;S% Ndjkdj jeãu iÿiqh' fkdfhfia kï ys; tl wruqKl ;nd .ekSug mqreÿ ùu uq,a ld,fha§ l, yels ls%hdjls' fuys§ Tnf.a is; tla fohla .ek muKla is;ñka rojd .ekSug W;aiy .kak' Ndjkdjg wu;rj Tnf.a u;lh jeä ÈhqKq lr .ekSu ioyd my; l%u wkq.ukh lr n,kak'

• ?g kskaog hdug fmr tu fudfydf;a isg wdmiaig l, lS ish¨ foa fufkys lrkak' wju jYfhka uq,a Èk j,§ wdmiq u;la lsÍfï yelsjhdj úkdä lsysmhlg iSud úh yelsh' tfy;a l,a h;au wju jYfhka Èkhla j;a wdmiaig is;Sug yels jkq we;'

• kskaog fmr fyg Èkh .; l< hq;= wdldrh ie,iqï lrkak' WodyrK f,i Tng fyg mdi,a hk wdldrh yd fyg Èkh ;=< lrk jev wdÈh is;d kskaog hd yelsh kej; Wfoa ke.sá jydu rd;s%fha is;+ foa kej; u;la lrkak'

• by; flá ld,Sk u;lh mÍlaId lsÍu ioyd fmkajd fok ,o mÍlaIK fol kej; kej; lsÍfukao u;l yelshdj ÈhqKq lr .; yelsh' th ngysr úoHd{hka mÍlaIKd;aulj Tmamq lr we;'

fndfyda orejka fndfyda mdvï lrk nj we;a; kuq;a <uqkaf.a m%;sM, ieu úgu i;=gq odhl fkdfõ' mdvï lsÍfï § we;s jk wvqmdvq fï ioyd n,mE yelsh' fï ksid u;lh jeä jk wdldrhg mdvï lsÍug my; ir, l%uh W;aiy lr n,kak' fï ioyd Tn jvd;a leu;s úIhg wod, fmd;la .kak' m<uqj bka leu;s fPaohla f;drdf.k lshjkak' ±ka tys ;snQ lreKq u;la lrkak' ul;a jq lreKq fld,hl ,shkak' wk;=rej fmdf;ys we;s fÊoh;a ,shQ lreKq;a kej; mÍlaId lr n,kak u. wereKq lreKq fidhd kej; tajd u;la lr ,shkak' fuf,i lsÍfuka Tnf.a u;lh ÈhqKq lr .; yelsh tfiau mdvï lrkjd;a iu.u úIh ioyd flá igykla ilid .ekSfï wjia:djo Tng Wodfjhs' mdvï l,o úNd. j,ska wiu;a jk yd n,dfmdfrd;a;= jk m%Óm, fkd,efnk orejka fï l%uhg W;aiy lr n,kak'

ñksia fud,h yd u;lh ms<sno ±kqu wo fndfyda úoHd;au lghq;= ioydo fhdod .kS' ta ms<snoj hï wjfndaOhla ;sîuo b;d m%fhdackj;a úh yelsh' kùk mß.Klfha wdlD;sh jk fjdka kshqudka wdlD;sh ñksia u;lh wkqj ìys jQjls' tys ñksidf.a u;lh fiau mß.Klfhao u;lhla we;=,;a lr we;' tfy;a ñksia {dKh yd is; ms<snoj ngysr úoHd{hka i;=j mj;sk ±kSfï w,am;djh ksid ;ju {dKh yd is; iïnkaO iïmQ¾K ñksia fud,fha wdlD;shla ks¾udKh lsÍug Tjqka wiu;a ù isáhs' tfy;a j¾:udkfha§ nqoaêu;a mß.Kl uqoDldx. ;ekSu ioyd ñksia fud,fha kshqfrdak j, ls%hdldÍ;ajhg iudk ls%hdldÍ;ajhlska hq;a moaO;s ilid we;s fïjd kshqfrdak cd, (Neural Networks ) kñka yÿkajkq ,efí' úoHd{hska W;aiy lrKqfha ñksid yd iudk yelshdjlska hq;a hka;%hla ksmoùuhs' tfy;a ;ju hka;% iQ;% j,g ñksid mero ùug yelsù fkdue;' w;s kùk mß.Kl 16 lg tlaj ls%hd l,o ;ju f,dj olaI;u fpia lS%vlhdj meroùug wmyiqh' ñksia fud,fha we;s wmQ¾j;ajh thhs' tksid Tnf.a fud,fhka ksis m%fhdack ,nd .kak'

nqoaê; fyÜáf.a