Umlutha Behav. I-2019 Novemba 9; 102: 106202. doi: 10.1016 / j.addbeh.2019.106202.
I-Chen S1, Li H2, Wang L3, UDu X4, I-Dong GH5.
Abstract
Nangona imidlalo yokudlala kwi-Intanethi inokukhokelela ekuphazamisweni kwemidlalo ye-Intanethi (IGD), uninzi lwabadlali ngabasebenzisi bomdlalo wokuzonwabisa (RGU) abangaphuhlisi i-IGD. Ukuza kuthi ga ngoku, umbutho wokwenziwa kwengqondo esebenza ngokugqibeleleyo kwi-network ye-IGD uhlala ungaqondakali kakuhle. Ukufakwa kwe-RGU njengeqela lokulawula kunokunciphisa iimpembelelo ezinokubakho kumava okudlala kunye nokuqhelaniswa ne-cue enxulumene nemidlalo kwiimpawu ze-neural zezifundo ze-IGD. Kwisifundo esikhoyo, sisebenzise uhlalutyo lwegrafu ukuphononongwa kwangaphambili kombutho wobuchwephesha bengqondo yothungelwano lobuchwephesha kwi-IGD. Abathathi-nxaxheba be-IGD abangama-61 kunye nabathathi-nxaxheba abangama-RGU abangama-61 baye baqeqeshwa ukuba baphinde basebenzise imbonakalo yokuphonononga imeko-bume yomfanekiso ophumelelayo. Uthungelwano olusebenza ngengqondo lonke lwalwakhiwe ngumbhinqo we-matrices we-90 wemimandla yobuchopho, kwaye indlela esekwe kwigrafu isetyenziselwe ukuhlalutya ubume bayo, kubandakanya umhlaba omncinci, ukusebenza ngokukuko, kunye neentloko eziphezulu. Omabini la maqela e-IGD kunye ne-RGU abonakalise ubuchule obuncinci kunye noqoqosho obuncinci emhlabeni jikelele kuthungelwano lobuchopho olusebenzayo. Nangona kwakungekho mahluko mkhulu weqela kwiipropathi zehlabathi, izifundo ezine-IGD xa kuthelekiswa nezo ezine-RGU zibonise ukwanda kweendawo eziphezulu emvuzweni, ngokulangazelela, kwimemori yeemvakalelo kunye nemimandla yokulungisa imvakalelo. Ezi ziphumo zibonisa ukuba ukungasebenzi kakuhle kwenethiwekhi, okuphawuleka ngokunyusa amandla okukhuthaza kunye nokulungelelanisa iimvakalelo zemoto, inokubonelela ngombono omtsha wokuqonda iimpawu ze-neural eziphantsi kwe-IGD.
IINJONGO ZENGQESHO: Inkuthazo yenkuthazo; Ukuphazamiseka kwemidlalo kwi-Intanethi; Umsebenzisi wokuzihlaziya; Mncinci-umhlaba
PMID: 31801105
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