 text nundi neerugaa quote chaeyakumdaa anaku parimitam cheyabadina boltz ‌ man machiine antey aemito saaraamsaanni ivvande ?
 ooka nirodhita boltz ‌ man machine  (RBM)  anede utpaadaka yaadruchhika krutrima naadii nett ‌ varey ,  idi dani in ‌ putt ‌ l sett ‌ pai sambhaavyata pampineeni neerchukoogaladu .

RBM lanu  1986 loo pal smolens ‌ kee hormoniyam paerutoe modatagaa kanugonnaru mariyu  2000  madyalo jefrey hinton mariyu sahakarulu vaati choose phaast lerning algaritham ‌ lanu kanipettina tarwata vaati praamukhyata pergindhi . RBM lu dimentiality taggimpu ,  vargikarana ,  sahakara vadapotha ,  pheechar lerning ,  tapic modaling mariyu anek baadii kvaantm mechanics ‌ loo aplication ‌ lanu kanugonnayi .  panini batti varu paryavekshinchabade ledha paryavekshinchabadani maargaallo sikshnha pomdavacchu .

 vaati peruu suuchimchinatlugaa , RBM lu bolt ‌ j ‌ man yantraala yokka vaividhyam ,  vaati neuron ‌ lu tappanisariga dwiparty graph ‌ nu yerparachali :  unit ‌ l yokka remdu samuhal nundi ooka jatha nod ‌ lu  ( saadharanamga  " kanipincha "  mariyu  " daachina "  ani suchistaru .  unitlu varusaga )  vaati Madhya sushta conection vumdavacchu ;  mariyu samuuhamlooni nod ‌ l Madhya conection ‌ lu leavu .  deeniki viruddhamgaa , " aparimitha "  boltz ‌ man yantraalu daachina unit ‌ l Madhya conection ‌ lanu kaligi vumdavacchu .  yea parimithi boltz ‌ man yantraala sadarana taragatiki andubatulo unna danikante ekuva samardhavanthamaina sikshnhaa algaritham ‌ lanu anumatistundi ,  pratyekinchi gradient - aadhaaritha contrastive divergence algaritham .

 niyamtrita boltz ‌ man yantraalu lothaina abhyasa nett ‌ varey ‌ lalo kudaa upayoeginchavachchu .  pratyekinchi ,  lothaina nammaka nett ‌ varey ‌ lu  RBM lanu  " stocking "  cheeyadam dwara mariyu aichhikamgaa gradient decent mariyu byaak ‌ propagation ‌ thoo falithamgaa dp nett ‌ varey ‌ nu fine - tuning cheeyadam dwara roopondinchabadataayi .
 niyamtrita boltz ‌ man machine  (RBM)  anede pal smolens ‌ kee kanipettina mariyu jefrey hinton dwara praacuryam pondina krutrima naadii nett ‌ varey yokka vargham . RBM lu machine lerning rangamloni vividha aplication ‌ lalo upayogakaramga unnayi mariyu paryavekshinchabade mariyu paryavekshinchabadani maargaallo sikshnha pomdavacchu .

RBMS  anede boltz ‌ man yantraala yokka nirodhita roopaantaram ,  idi vaati neuron ‌ lanu nirbandhistundi ;  neuron ‌ l yokka remdu samoohaalalo prathi okkati nundi ooka jatha nod ‌ lu ,  kanipincha mariyu daachabadina dwiparty graph ‌ nu yerparustayi .  conection remdu samuhal Madhya Bara umtumdi mariyu samoohaalalo kadhu  ( kanipinchaedhi mariyu daachabadindi ).  yea nirbandha suutreekarana algaritham ‌ laku marinta samardhavanthamgaa sikshnha ichey saamardhyaanni kaligisthundhi .

 gradient decent mariyu byaak ‌ propagation ‌ ni upayoginchi aa nett ‌ varey ‌ lanu chakkaga tune cheyadanki apsion ‌ lato lothaina nammaka nett ‌ varey ‌ l vento lothaina abhyasa nett ‌ varey ‌ lalo  RBM lanu kudaa vileenam cheyavachu .