Tonsefe timadziwa kuthekera kwa neural network kuzindikira zolembedwa pamanja. Zoyambira zaukadaulowu zakhala zikuchitika kwa zaka zambiri, koma ndi posachedwa pomwe kudumpha kwamphamvu zamakompyuta ndi kukonza kofananira kwapangitsa ukadaulo uwu kukhala yankho lothandiza kwambiri. Komabe, yankho lothandizali lingakhale ngati makompyuta a digito osintha mobwerezabwereza, monga pulogalamu ina iliyonse. Koma sizili choncho ndi neural network yopangidwa ndi ofufuza a mayunivesite a Wisconsin, MIT, ndi Columbia. Iwo .
Galasi ili lili ndi ma inclusions omwe ali ndendende, monga thovu la mpweya, zonyansa za graphene ndi zida zina. Kuwala kukafika pagalasi, mafunde ovuta amapangidwa, zomwe zimapangitsa kuti kuwalako kukhale kokulirapo pagawo limodzi mwa magawo khumi. Chilichonse cha maderawa chikufanana ndi chiwerengero. Mwachitsanzo, pansipa pali zitsanzo ziwiri zosonyeza momwe kuwala kumayendera pozindikira nambala "ziwiri".
Ndi seti yophunzitsira ya zithunzi 5000, neural network imatha kuzindikira bwino 79% ya zithunzi 1000 zolowetsa. Gululi likukhulupirira kuti litha kukonza zotsatira ngati lingadutse malire omwe amadza chifukwa cha kupanga magalasi. Iwo anayamba ndi mapangidwe ochepa kwambiri a chipangizo kuti apeze chitsanzo chogwira ntchito. Kenaka, akukonzekera kupitiriza kuphunzira njira zosiyanasiyana zowonjezeretsa kuzindikirika, pamene akuyesera kuti asasokoneze luso lamakono kuti ligwiritsidwe ntchito popanga. Gululi lilinso ndi mapulani opangira XNUMXD neural network mugalasi.
Source: www.habr.com