 yea peragraph ‌ lanu batti ,  punaraavruta neural nett ‌ varey antey emti mariyu idi convalutional neural nett ‌ varey nundi elaa bhinnangaa untundho cheppandi .
 punaraavruta neural nett ‌ varey  (RNN)  anede krutrima neural nett ‌ varey ‌ l tharagathi ,  ikda nod ‌ l Madhya conection ‌ lu ooka chakraanni srushtinchagalavu ,  konni nod ‌ l nundi avut ‌ putt adae nod ‌ laku tadupari in ‌ putt ‌ nu prabhaavitam cheyadanki anumatistundi .  idi taatkaalika dynamic pravarthananu pradharshinchadaaniki anumatistundi .  phiid ‌ forward neural nett ‌ varey ‌ l nundi teesukobadina , RNN lu in ‌ putt ‌ l variable length sequence ‌ lanu prosess cheyadanki vaati amtargata sthithini  ( memary )  upayoeginchavachchu .  idi vatini vibhajinchabadani ,  konnect cheyabadina chetivraata gurthimpu ledha prasamga gurthimpu vento panulaku vartinchela chesthundu .  punaraavruta neural nett ‌ varey ‌ lu siddhaantaparamgaa turing puurtayyaayi mariyu in ‌ putt ‌ l yokka ekapaksha kramaalanu prosess cheyadanki ekapaksha prograamme ‌ lanu amalu cheeyagalavu .

" punaraavruta neural nett ‌ varey "  aney padm anantamaina preranha pratispandanato nett ‌ varey ‌ l taragatini suchinchadaniki upayoginchabadutundi ,  ayithe  " convalutional neural nett ‌ varey "  anede parimitha preranha pratispandana yokka taragatini suchisthundi .  remdu tharagatula nett ‌ varey ‌ lu taatkaalika dynamic pravarthananu pradarsistaayi .  parimitha preranha punaraavruta nett ‌ varey anede nirdeshitha esiclic graph ,  dheenini an ‌ roll cheyavachu mariyu khachitamgaa phiid ‌ forward neural nett ‌ varey ‌ thoo bhartee cheyavachu ,  ayithe anantamaina preranha punaraavruta nett ‌ varey anede an ‌ roll cheeyaleeni direct cyclic graph .

 parimitha preranha mariyu anantamaina preranha punaraavruta nett ‌ varey ‌ lu rendoo adanapu nilwa sthithulanu kaligi untai mariyu nilwa naadii nett ‌ varey dwara prathyaksha niyantranalo umtumdi .  storages ‌ loo same jaapyaalu ledha phiid ‌ byaak lupe ‌ lu unnatlayithe maroka nett ‌ varey ledha graph dwara kudaa bhartee cheyavachu .  ituvante niyamtrita sthithulanu gated state ledha gated memareegaa suchistaru mariyu deergha swalpakaalika memary nett ‌ varey ‌ lu  (LSTM lu )  mariyu gated punaraavruta unitlalo bhaagamgaa untai .  dheenini phiid ‌ byaak neural nett ‌ varey  (FNN)  ani kudaa antaruu .
 punaraavruta naadii nett ‌ varey anede krutrima naadii nett ‌ varey ‌ l tharagathi ,  ikda nod ‌ l Madhya conection ‌ lu ooka chakraanni srushtinchagalavu ,  konni nod ‌ l nundi avut ‌ putt adae nod ‌ laku tadupari in ‌ putt ‌ nu prabhaavitam cheyadanki anumatistundi . " punaraavruta neural nett ‌ varey "  aney padaanni nett ‌ varey ‌ l taragatini suchinchadaniki upayogistaaru .  anantamaina preranha pratispandanato ,  ayithe  " convalutional neural nett ‌ varey "  anede parimitha preranha pratispandana yokka taragatini suchisthundi .