Okuqukethwe[Fihla][Bonisa]
- Ngakho-ke, buyini ubuchwepheshe be-Neuromorphic?
- Ngabe ubuchwepheshe be-Neuromorphic busebenza kanjani?
- Izimo zokusetshenziswa kwempilo yangempela yobuchwepheshe be-Neuromorphic
- Manje, yini i-Artificial Intelligence noma i-AI?
- Ubuchwepheshe be-Neuromorphic Vs Artificial Intelligence
- Iliphi ikusasa ubuchwepheshe be-neuromorphic kanye nobuhlakani bokwenziwa?
- Isiphetho
Amanethiwekhi e-Neural angumqondo osungulwe emphakathini wobuhlakani bokwenziwa. Futhi iningi labasebenzi liyakwazi ukucutshungulwa okubalulekile nezidingo zamandla cishe kunoma yikuphi ukuqeqeshwa okuphawulekayo kwenethiwekhi ye-neural.
Okusho ukuthi, uhlobo olusha lwehadiwe luyadingeka ukuze indawo ithuthuke. Abanye ochwepheshe bakholelwa ukuthi i- ikhompyutha ye-quantum yilolo cezu lwemishini.
I-computing ye-Quantum ubuchwepheshe obuzothatha amashumi amaningi eminyaka ukuthuthuka, naphezu kweqiniso lokuthi bubonisa amandla amakhulu. Amathiyori e-Physics awakathuthukisiwe ngokwanele ukuvumela ukwakhiwa kwemikhiqizo ewusizo nethengekayo.
Yilapho ukusetshenziswa kobuchwepheshe be-neuromorphic kubalulekile.
Ngokusebenzisa i-architecture lapho ama-chips eziphatha njengama-neurons, ubuchwepheshe be-neuromorphic busebenzisa izinzuzo zobuchopho. Lesi sihloko sizobhekisisa ukuhlakanipha okungekhona okwangempela kanye nobuchwepheshe be-neuromorphic, kanye nokwehluka nokufana kwazo.
Ngakho-ke, buyini ubuchwepheshe be-Neuromorphic?
Ubuchwepheshe be-Neuromorphic buyindlela yokwakha amakhompyutha asebenza njengobuchopho bethu. Kubandakanya ukwakhiwa kwama-chip akhethekile ekhompiyutha anesakhiwo esiyisisekelo esifanayo nama-neurons obuchopho bethu kanye nama-synapses awaxhumayo.
Lawa ma-chips anamandla okucubungula ulwazi ngendlela efanayo nendlela ubuchopho bomuntu kwenza, okubenza baphumelele kakhudlwana emisebenzini ethile efana nokuqashelwa kwephethini kanye nokwenza izinqumo.
Kalula nje, kuyindlela yokwenza amakhompuyutha “angacabanga” futhi “afunde” kakhulu njengoba kwenza abantu kuyilapho bedla amandla amancane futhi bekwenza khona manjalo.
Iqhathaniseka ne-Artificial Intelligence (AI), kodwa esikhundleni sokusebenzisa ama-algorithms ayinkimbinkimbi, ilingisa indlela ubuchopho bethu obusebenza ngayo.
Ngabe ubuchwepheshe be-Neuromorphic busebenza kanjani?
Ukuze ubuchwepheshe be-neuromorphic busebenze, ama-chips ekhompiyutha akhethekile anesakhiwo esiyisisekelo esifanayo nama-neurons obuchopho bethu kanye nama-synapses awaxhumayo kufanele kwakhiwe.
Lawa ma-chips anekhono lokucubungula ulwazi ngendlela efanayo nendlela ubuchopho bomuntu obusebenza ngayo, okubenza basebenze kangcono emisebenzini ethile efana nokubonwa kwephethini kanye nokwenza izinqumo.
Kalula nje, i-chip yenziwe ukuthi isebenze njengenethiwekhi yama-synapses axhumanisa ama-neurons ebuchosheni.
Ngokufanayo nendlela ubuchopho obucubungula ngayo ulwazi, i-chip inekhono lokucubungula ulwazi ngokuhambisana. Ngaphezu kokonga amandla, i-chip ingakwazi ukuhlaziya idatha futhi yenze izinqumo ngokushesha kuyilapho idla amandla amancane kunamaphrosesa avamile ekhompyutha.
Cabangela ukusebenzisa ubuchwepheshe be-neuromorphic ukuze udale ikhompuyutha ekwazi ukuhlonza inja esithombeni. I-neuron yokwenziwa ngayinye kunethiwekhi ye-chip izoba nomthwalo wokuskena isithombe ukuze kutholwe isici esithile, esifana noboya, imilenze emine, noma umsila.
Lena inja, babezosayina kwenye i-neuron lapho okwanele kwalawa ma-neurons ebona izici ezifanayo esithombeni.
Izimo zokusetshenziswa kwempilo yangempela yobuchwepheshe be-Neuromorphic
Kuningi ukusetshenziswa okusebenzayo kobuchwepheshe be-neuromorphic kukhona namuhla, njengokuthi:
Amarobhothi: Ukunyakaza nokuziphatha kwamarobhothi kungalawulwa izinhlelo ze-neuromorphic, futhi lezi zinhlelo ziphinde zinike amandla amarobhothi ukwenza izinqumo ngokusekelwe kudatha yezinzwa.
Amasistimu azimele: Ubuchwepheshe be-Neuromorphic bungasetshenziselwa ukwenza izinqumo ngesikhathi sangempela, ukuhlela ukunyakaza nokulawula, kanye nombono ezimotweni ezizishayelayo, ama-drones, nezinye izinhlelo ezizimele.
Ukuqashelwa kwesithombe nezwi: Amasistimu e-Neuromorphic abalulekile ezinhlelweni zokusebenza ezifana nezinhlelo zokuphepha, ukusesha izithombe namasistimu okubuyisa, namadivayisi alawula inkulumo ngoba asebenza kahle kakhulu emisebenzini efana nokubonwa kwento, ukubona ubuso, kanye nokuguqulwa kwenkulumo-kuya-umbhalo.
I-inthanethi Yezinto (IoT): Amadivayisi e-IoT afana namakhamera, amamakrofoni, nezinzwa angahlaziya idatha endaweni kusetshenziswa ubuchwepheshe be-neuromorphic, asuse isidingo sokuthumela amavolumu abalulekile wedatha emafini.
Ukunakekelwa kwezempilo: Amasistimu we-Neuromorphic angasetshenziswa ukuthuthukisa ubuchwepheshe bokusiza njengezitho zokufakelwa kanye nosizo lokuqonda kwengqondo, kanye nesithombe sezokwelapha, ukuxilongwa, nokwelashwa.
Ezezimali: Ukuhlaziywa kwedatha yezezimali yesikhathi sangempela, ukutholwa kwemisebenzi ewumgunyathi, nokukhetha ukutshalwa kwezimali konke kungenziwa ngobuchwepheshe be-neuromorphic.
Manje, usuthole ukuchayeka okuhle kubuchwepheshe be-neuromorphic, sekuyisikhathi sokukhuluma ngobuhlakani bokwenziwa kanye nomehluko nokufana phakathi kwabo.
Manje, yini i-Artificial Intelligence noma i-AI?
I-Artificial intelligence, noma i-AI, iwukuphindaphindeka kobuhlakani bomuntu emishinini eklanyelwe ukucabanga futhi ithole ulwazi ngendlela efanayo kubantu.
Kuhlanganisa ukwakhiwa kwezinhlelo zekhompiyutha ezikwazi ukwenza imisebenzi ngokuvamile edinga ukuhlakanipha komuntu, njengokuqonda inkulumo, ukuhlonza izithombe, ukwenza izinqumo ezisheshayo, nokuxazulula izinkinga.
Ubuchwepheshe obuvumela amarobhothi ukuthi acabange futhi afunde njengabantu baziwa ngokuthi i-artificial intelligence (AI).
Ingasetshenziselwa ukwakha amakhompuyutha nezinye izisetshenziswa ezikwazi ukwenza imisebenzi ngokuvamile edinga umuntu, njengokuqonda inkulumo, ukukhomba ubuso, nokwenza izahlulelo.
Ubuchwepheshe be-Neuromorphic Vs Artificial Intelligence
I-Artificial intelligence (AI) kanye nobuchwepheshe be-neuromorphic kuhlobene kakhulu kodwa kuyizihloko ezihlukene.
Umgomo wobuchwepheshe be-neuromorphic, inkundla engaphansi ye-electronics, ukusebenzisa ihadiwe ekhethekile ukulingisa imisebenzi yobuchopho bomuntu.
Ngokuphambene, indawo yobuhlakani bokwenziwa inkulu futhi ihlanganisa nohlu olubanzi lobuchwepheshe nezindlela zokwakha amarobhothi ahlakaniphile. Lokhu kungabandakanya amasu afana nobuhlakani bokwenziwa, ukubona ngekhompyutha, nokucubungula ulimi lwemvelo.
Iqiniso lokuthi izinhlelo ze-neuromorphic zenzelwe ikakhulukazi ukulingisa ukwakheka kwe-neuronal yobuchopho kuyilapho izinhlelo ze-AI zingakhiwa ezinhlobonhlobo zemiklamo ngomunye umehluko omkhulu phakathi kobuchwepheshe be-neuromorphic ne-AI.
Lokhu kusho ukuthi ngenkathi amasistimu e-neuromorphic ekwazi ukusebenza kangcono kunezinhlelo ze-AI ezijwayelekile kweminye imisebenzi, angaphoqeleka ngasikhathi sinye.
Iqiniso lokuthi izinhlelo ze-neuromorphic ngokuvamile aziguquguquki kangako kune-AI ngenxa yokwakheka kwazo ukuze zenze isethi elinganiselwe yemisebenzi kanye nobunzima obungaba khona ekuzivumelaniseni ngokushesha nemisebenzi emisha ngomunye umehluko obalulekile.
Kodwa-ke, amasistimu e-neuromorphic anamandla okonga amandla kakhudlwana futhi enze kahle ezinhlelweni zesikhathi sangempela lapho kudingeka khona ukuthathwa kwezinqumo ngokushesha, njengakumarobhothi nasezimotweni ezizishayelayo.
Nanka amaphuzu abalulekile okufanele uwacabangele:
- Nakuba i-Artificial Intelligence (AI) iyindawo evamile kakhulu ehlanganisa ubuchwepheshe namasu ahlukahlukene okwakha imishini ehlakaniphile, ubuchwepheshe be-neuromorphic buyisethi engaphansi yama-electronics ezama ukulingisa ukusebenza kobuchopho bomuntu kusetshenziswa i-hardware ekhethekile.
- Emisebenzini efana nokuqashelwa kwenkulumo, ukuhlonza isithombe, nokwenza izinqumo, okuvame ukubalulwa ubuhlakani bomuntu, amasistimu e-neuromorphic enziwa ukuthi asebenze kahle kakhulu. Ngakolunye uhlangothi, amasistimu e-AI angaqashwa ukwenza imisebenzi eyahlukene ngokwesiko edinga ubuhlakani bomuntu.
- Nakuba izinhlelo ze-AI zingakhiwa phezu kwemiklamo ehlukahlukene, ubuchwepheshe be-neuromorphic busebenzisa ama-neuron okwenziwa nama-synapse adalwe ukuthi asebenze ngendlela efana nendlela ama-neurons nama-synapse angempela asebenza ngayo.
- Emisebenzini efana nokuqashelwa kwenkulumo, ukuhlonza isithombe, nokwenza izinqumo, okuvame ukubalulwa ubuhlakani bomuntu, amasistimu e-neuromorphic enziwa ukuthi asebenze ngokudlulele. Ngakolunye uhlangothi, imisebenzi ehlukahlukene ngokwesiko edinga ubuhlakani bomuntu ingaqedwa ngamasistimu e-AI.
- Ubuchwepheshe be-Neuromorphic bungasetshenziselwa ukwakha amasistimu ahlakaniphile asebenza ngendlela emangalisayo futhi avumelana nezimo, kuyilapho i-AI ingasetshenziswa ukwenza imisebenzi enzima noma engenakwenzeka ukuthi abantu bayiqedele bebodwa.
- I-Artificial intelligence (AI) kanye nobuchwepheshe be-neuromorphic bungasetshenziswa ukudala amasistimu aqinile, ahlakaniphile akwazi ukwenza imisebenzi eyahlukene ngokuvamile edinga ubuhlakani bomuntu.
Iliphi ikusasa ubuchwepheshe be-neuromorphic kanye nobuhlakani bokwenziwa?
I-Artificial intelligence (AI) kanye nobuchwepheshe be-neuromorphic yimikhakha emibili ethakazelisayo nethuthuka ngokushesha yokufunda nentuthuko.
Kulindeleke ukuthi ubuchwepheshe be-neuromorphic buzothuthuka ngokuzayo, busebenze ngempumelelo futhi bube namandla.
Lokhu kungaholela ekusetshenzisweni okunoveli kokuthatha izinqumo kwesikhathi sangempela kanye nokusetshenziswa kwamandla okuphansi emikhakheni ehlanganisa amarobhothi, izimoto ezizishayelayo, kanye ne-automation yasekhaya.
Ngaphezu kwalokho, ama-neuromorphic processors kulindeleke ukuthi aqashwe kumasistimu ashumekiwe ahlukahlukene kanye namagajethi e-IoT, okuhlanganisa amakhamera nezinzwa, ukuhlaziya idatha endaweni kanye nokuxhumana nedatha edingekayo efwini.
Ukufunda okujulile, ukufunda okuqinisiwe, kanye ne-AI echazekayo yizindawo ezintathu zocwaningo lwe-AI okulindeleke ukuthi zibe nokukhula okusheshayo eminyakeni ezayo. Lokhu kuqanjwa kuzokwenza amasistimu e-AI aqine, anembe kakhudlwana, futhi acace kakhudlwana.
Ukusetshenziswa kwe-AI nakho kulindeleke ukuthi kwande emikhakheni eminingi, okuhlanganisa ukunakekelwa kwezempilo, amabhange, kanye nelogistics. I-AI ingasetshenziswa, ngokwesibonelo, ukuthola ngokuzenzakalelayo ukukhwabanisa kwezimali noma ukuhlaziya inqwaba yedatha yezokwelapha ukusiza odokotela ekwenzeni ukuxilonga okunembe kakhudlwana.
I-AI futhi kulindeleke ukuthi idlale indima ebalulekile ekudaleni nasekuthuthukisweni kobuchwepheshe obusizayo obuhlanganisa izitho zokwenziwa, izinsiza zokuqonda, kanye nabasizi ababonakalayo.
Isiphetho
Okokugcina, ukuze umkhakha we-AI usebenze ngokugcwele, i-neuromorphic hardware iwuhlobo olusha lobuchwepheshe oludingekayo.
Inketho engcono kakhulu yayo ibonakala njengama-neuromorphic processors, futhi amabhizinisi amaningana azama ukuthuthukisa lobu buchwepheshe kanye nekusasa lobuhlakani bokwenziwa kwehadiwe.
Ngethemba, ucwaningo olwengeziwe lwezohwebo luzokwenziwa kulo mkhakha, futhi inethiwekhi ye-neural hardware izotholakala maduze.
Umhlaba ungashintsha ngenxa yalokho, ngenxa yonjiniyela be-AI. Njengoba lezi zizinda zithuthuka ngokuqhubekayo, singalindela ukubona amasistimu anamandla kakhulu futhi athuthukile akwazi ukwenza imisebenzi eyahlukene ngokuvamile efuna ubuhlakani bomuntu.
shiya impendulo