Ngaba wakha wazibuza ukuba ubuchopho bomntu bunxibelelana njani kwaye busebenzise ulwazi ngokufanelekileyo?
I-Neuromorphic Computation lisebe le-computing elithatha ukuphefumlelwa kwalo kwingqondo yomntu.
Eli nqaku liza kungena kwindawo ye-neuromorphic computation.
Kwaye, iya kukunika umbono wendlela esebenza ngayo. Uya kufumanisa ukuba inokusetyenziswa njani, kunye neenzuzo zayo kunye nokungahambi kakuhle.
Siqokelele yonke into oyifunayo ukuyazi.
Ukuthatha iNgqondo kwiNgqondo yoMntu
The Ingqondo yomntu yinkqubo entsonkothileyo yokusetyenzwa kolwazi. Iqulunqwe ngeebhiliyoni zeeseli zemithambo-luvo ezidityaniswe ziisynapses. IiNeurons zinxibelelana enye kwenye. Uthungelwano lwee-neurons kunye ne-synapses zichonga iipateni.
Siyabulela kule nkqubo, singakwazi ukucubungula ulwimi kwaye senze izigqibo.
I-Neuromorphic computing ixelisa ubume kunye nomsebenzi wobuchopho bomntu.
Endaweni yeenkqubo zekhompuyutha eziqhelekileyo ezisekelwe kwingqiqo yedijithali kunye nekhowudi yokubini, i-neuromorphic computing yenza izibalo zisebenzisa uthungelwano lwe-neurons yokwenziwa kunye ne-synapses. Kwaye, ezi neurons zokwenziwa kunye ne-synapses zisebenza ngokufanayo kumaqabane azo ebhayoloji.
Injongo apha kukudala iinkqubo zekhompyuter ezisebenza ngakumbi kwaye zinobunzima kuneenkqubo zekhompyuter eziqhelekileyo. Izazinzulu kunye neenjineli zizama ukoyisa imiqobo yeenkqubo ezikhoyo zekhompuyutha.
Ingaba isebenza kanjani?
Artificial amanethiwekhi zisekwe kuthungelwano lwemithambo-luvo ebuchotsheni bomntu. Ulwazi luphathwa ngendlela esasazwayo.
Oku kwenza ukuba inkqubo ekhawulezileyo nesebenzayo yenzeke. Ngokungafaniyo ne-computing yakudala, esebenzisa iyunithi yokucubungula esembindini ukwenza ukubala, i-neuromorphic computing isebenzisa inani elikhulu leeprosesa ezincinci, ezikhethekileyo. Kwaye, ezi processors ziyasebenzisana ukusombulula iingxaki ezinzima.
I-Neuromorphic Computation Applications
UKuqatshelwa koMfanekiso kunye neNtetho
I-Neuromorphic computing inamandla okuguqula umfanekiso kunye nokuqatshelwa kwentetho. Ke, izazinzulu zizama ukwazisa indlela entsha yokusetyenzwa kwepateni kunye nokuqatshelwa. Iinkqubo ze-Neuromorphic, umzekelo, zinokuqeqeshwa ukuba ukubona izinto kwiifoto.
Okanye, singenza ukuba ikhuphele ilizwi kwisicatshulwa ngokuchaneka ngakumbi.
Ukusetyenziswa koLwimi lweNdalo (NLP)
I-Neuromorphic computing izama ukwakha iindlela ezintsha nezinamandla ngakumbi ze-NLP. Ukuqonda intsingiselo kunye nomxholo wolwazi oludluliselwayo, ezi migaqo-nkqubo ingasetyenziselwa ukuvavanya isicatshulwa, ilizwi, kunye nezinye iindlela zonxibelelwano.
Iimoto ezizimeleyo
I-Neuromorphic computing iya ibaluleke kakhulu kuphuhliso lweemoto eziziqhubayo. Iinkqubo ze-Neuromorphic zinokuqokelela kwaye zitolike idatha ye-sensor ngexesha langempela. Ke, iimoto ezizimeleyo zinokwenza izigwebo. Kwaye, banokuqhuba iintshukumo ekuphenduleni indawo yabo.
Iinzuzo ze-Neuromorphic computing
Ukukwazi ukusebenza ngeeNkcukacha ezingaQulwanga kunye neNgxolo
Inokulawula idatha engacwangciswanga. Ngokwahlukileyo kwiinkqubo zekhompyuter zemveli, ezifuna idatha ecwangcisiweyo necocekileyo, iinkqubo ze-neuromorphic zakhiwe ukuze zijamelane nedatha emdaka nengalungiswanga. Oku kubenza bagqibelele ukusetyenzwa nokutolika idatha yelizwe lokwenyani.
Ukufana okugqithisileyo
Iinkqubo ze-Neuromorphic computing zingenza izibalo ezininzi ngaxeshanye. Oku kubenza balungele izicelo ezifuna ukusetyenzwa kwedatha okwexesha lokwenyani. Ke ngoko, ifanelekile kwizicelo ezinje ngomfanekiso kunye nokuqondwa kwentetho kunye nokulinganisa kwezesayensi.
Ukusetyenziswa kwamandla aphantsi
Enye yeenzuzo eziphambili ze-neuromorphic computing kukuba isebenzisa umbane omncinci kakhulu. Iinkqubo ze-Neuromorphic computing zenzelwe ukusebenza kusetyenziswa amandla amancinane kakhulu. Ingcono kakhulu kuneekhompyuter eziqhelekileyo, ezisebenzisa amandla amakhulu. Ke ngoko zigqibelele kwiinkqubo ezizinzisiweyo ezinjengezoluvo, kunye needrones.
I-Drawbacks ye-Neuromorphic Computing
Ngaphandle kweenzuzo ezininzi, i-neuromorphic computing isekumanqanaba ayo okuqala. Kwaye, ijongene nemiqobo emininzi ethi icuthe ukusetyenziswa kwayo okuqhelekileyo. Umzekelo, ngoku kukho ukunqongophala kwee-algorithms ezisemgangathweni kunye nezixhobo. Oku kwenza ukuba ukusebenza kunye ne-neuromorphic systems kube yingxaki kwizifundiswa kunye nabaphuhlisi.
Ngaphaya koko, i-hardware efunekayo kwi-neuromorphic computing isabiza kakhulu. Isenokungafikeleleki kubantu abaninzi. Ngaphandle koko, iinkqubo ze-neuromorphic azihambelani namaqonga ekhompyuter akhoyo.
Oku kuthintela amandla abo okudibana neziseko ezingundoqo ezikhoyo.
Ngenxa yale mida, uluntu lwekhompuyutha ye-neuromorphic kufuneka yakhe i-algorithms esemgangathweni. Oku kuya kwenza ukuba ikhompuyutha ye-neuromorphic ifikeleleke kwaye isebenze kuye wonke umntu.
Ukuphuculwa koBomi bokwenyani kwi-Neuromorphic Computing
Ke, siphi ngoku kunye nenkqubela phambili?
Ewe, sineTrueNorth. Luhlobo lweprosesa ye-neuromorphic eyakhiwe yi-IBM ukwenza izibalo ezinzima ngexesha lokwenyani. Isebenzisa uyilo olulodwa oluyilelwe ukusetyenziswa kwamandla aphantsi. Kwakhona, iphinda-phinda ukwakheka kobuchopho bomntu.
Iqonga leZeroth likaQualcomm ngomnye umzekelo kule meko.
Yiqonga le-AI elisebenzisa iindlela ze-neuromorphic computing ukudala amandla aphantsi, i-AI ephezulu yokusebenza. Eli qonga lidibanisa i-hardware kunye nesoftware ukunika izisombululo ezinobungozi kwizicelo ze-AI. Yenzelwe ukwenza kukubhadla okungeyonyani ifikeleleka ngakumbi.
Lisiphathele Ntoni Ikamva?
Ikamva le-Neuromorphic Computing libonakala liqaqambile. Yindlela entsha yokusetyenziswa kwekhompyuter. Silindele ukuba iguqule ubukrelekrele bokwenziwa. Kwakhona, inokwenza ulwazi ngokukhawuleza nangempumelelo.
Izazinzulu zinokudibanisa le teknoloji kunye khompyutha. Oku kuthetha ukuba sinokuqhubekeka ekuhlaleni endaweni yokuba sisiwe kwindawo esembindini.
Oku kudityaniswa kwe-Neuromorphic Computing kunye ne-Edge Computing kuya kubangela inkqubela phambili echulumancisayo kwi-AI kunye neerobhothi. Iirobhothi, umzekelo, ziya kukwazi ukwenza izigwebo kwaye ziphendule kwindawo ezingqongileyo ngexesha lokwenyani.
Le teknoloji iya kuba luncedo kumashishini afana nebhanki, uphando, kunye nempilo, apho ukusetyenzwa kwexesha lokwenyani kunye nokwenza izigqibo kubalulekile.
Songa
Ukuqukumbela, ukubala nge-neuromorphic luqeqesho olukhula ngokukhawuleza. Iyakwazi ukuphindaphinda ukusebenza kwengqondo yomntu kwikhompyutha.
Nangona intsimi isaphuhla, sele ijongene nobunzima obuthile.
Ukuze ikhompuyutha ye-neuromorphic isetyenziswe ngokubanzi kwaye ifikeleleke, kubalulekile ukuba uluntu luqhubeke nokutyhala i-algorithms esemgangathweni kunye nehardware esebenziseka ngakumbi.
Shiya iMpendulo