Ngenxa yeemodeli ezahlukeneyo zokunciphisa kunye neenjini ezisetyenziswa kwiindawo ezahlukeneyo zokuhambisa ipleyiti yomphezulu osebenzayo, ujongano lofakelo lwenzwa luya kutshintsha. Ke ngoko, misela indawo yokufaka i-sensor yokunciphisa emva kophando olunzulu. Ngenxa yendawo ekhethekileyo yokuhambisa ipleyiti yomphezulu osebenzayo, inzwa iya kungqubana okanye yonakaliswe. Ukuze kuqinisekiswe ukuba iintlantsi ezenziwe xa i-sensor yonakalisiwe (ikakhulukazi ibhekisela kumgca wesignali ye-sensor kunye nesekethe evezwe kwaye ivuza ngaphandle), ayiyi kubangela inzwa apho ikhoyo. Xa ugqabhuko-dubulo lwenzeka kwindawo yerhasi eqhumayo, zombini i-sensor yamandla kunye ne-signal yothumelo kufuneka ihlangabezane neemfuno zokhuseleko lwangaphakathi. Oko kukuthi, inzwa ngokwayo kufuneka ibe yinzwa ekhuselekileyo yangaphakathi, kwaye unikezelo lwamandla lwenzwa kufuneka luhlangabezane neemfuno ezikhuselekileyo zangaphakathi.

Ukuxilongwa kwesiphoso kukugweba imeko yokusebenza okanye iimeko ezingaqhelekanga zokuhambisa ikhonkco. Ineentsingiselo ezimbini. Enye kukuqikelela kunye noqikelelo lwemo yokusebenza yesixhobo sokuhambisa phambi kokuba umhambisi wetsheyini asilele; enye kukwenza uqikelelo kwindawo, unobangela, uhlobo kunye nobungakanani bokusilela emva kokuba isixhobo singaphumeleli. gweba kwaye wenze izigqibo zesondlo. Imisebenzi yayo ephambili ibandakanya ukufumanisa iimpazamo, ukuchongwa, ukuvavanya, ukuqikelela kunye nokwenza izigqibo. Iindlela zokuxilonga iimpazamo ziquka iindidi ezimbini: iindlela zokuxilonga iimpazamo ezisekelwe kwiimodeli zemathematika kunye neendlela zokuxilonga iziphene ezisekelwe kubukrelekrele bokwenziwa. Indlela yokuxilongwa kwempazamo esekwe kwinethiwekhi ye-neural kunye netekhnoloji ye-fusion yolwazi ichaza imigaqo esisiseko ye-neural network kunye nokudibanisa kolwazi. Ngelo xesha, imizekelo yokuxilonga iphoso esekelwe kwinethiwekhi ye-neural kunye nokuxilongwa kwephutha ngokusekelwe kwithiyori yobungqina inikwa.

Inethiwekhi ye-neural ye-chain plate conveyor inokwahlulwa ibe ngamacandelo amabini ngokweendlela ezahlukeneyo zokunxibelelana phakathi kwe-neurons: inethiwekhi yangaphambili engenampendulo kunye nenethiwekhi edibeneyo yokudibanisa. Uthungelwano lwangaphambili olungenampendulo lubandakanya umaleko wegalelo, umaleko ophakathi kunye nemveliso. Uluhlu oluphakathi lunokuqulunqwa ngamacandelo amaninzi, kwaye i-neurons kwinqanaba ngalinye linokufumana kuphela imveliso ye-neurons kwinqanaba langaphambili. Kunokubakho uxhulumaniso phakathi kweyiphi na i-neurons edibeneyo kwinethiwekhi edibeneyo, kwaye isignali yegalelo kufuneka idluliselwe ngokuphindaphindiweyo ngasemva naphambili phakathi kwee-neurons. Emva kweenguqu ezininzi, umhambisi wekhonkco utyekela kwisimo esithile esizinzile okanye ungene kwi-oscillation yexesha kunye nezinye iimeko.