Teburin Abubuwan Ciki
Fa'idar Aiki
Lokacin mafita yana dawwama ba tare da la'akari da girman matsalar ba
Ingantaccen Amfani da Makamashi
Rage yawan amfani da wutar lantarki sosai
Girman Haɗin Kai
Fiye da abubuwan lissafi 1000 a kowace guntu
1. Gabatarwa da Bukatu
Kwamfutocin analog sun sake samun kulawa saboda yuwuwar su na saurin aiki da kuma ingantaccen amfani da makamashi wajen warware tsarin daidaitattun lissafin bambanci. Ba kamar kwamfutocin dijital waɗanda ke aiwatar da umarni a jere ba, kwamfutocin analog suna ƙirƙirar samfurin lantarki na matsaloli ta hanyar haɗin abubuwan lissafi waɗanda ke aiki a ci gaba da lokaci tare da cikakken aiki tare.
2. Kwamfutocin Analog Na Zamani Da Na Da
2.1 Kalubalen Shirye-shirye Na Tarihi
Kwamfutocin analog na gargajiya suna buƙatar haɗin hannu na ɗaruruwa zuwa dubban haɗin kai tsakanin abubuwan lissafi da kuma saita na'urori masu daidaitaccen daidaito da hannu. Wannan tsari na iya ɗaukar sa'o'i ko ma kwanaki, yana mai da sauye-sauyen shirye-shirye yana da tsada kuma yana ɗaukar lokaci.
2.2 Haɗin CMOS Na Zamani
Fasahar CMOS ta zamani tana ba da damar haɗa ɗaruruwa ko dubban abubuwan lissafi a kan guntu ɗaya, yana ba wa kwamfutocin analog damar haɓaka zuwa girman da ba zai yiwu a da ba yayin da suke kiyaye lokutan mafita ba tare da la'akari da sarƙaƙƙiyar matsalar ba.
3. Tsarin Fasaha
3.1 Haɗin Abubuwan Lissafi
Kwamfutocin analog suna wakiltar shirye-shirye a matsayin zane mai jagora inda gefuna suke haɗin kai kuma maki sune abubuwan lissafi. Ainihin aikin $a(b+c)$ yana buƙatar abubuwan lissafi biyu kawai: mai ƙara ɗaya da mai ninka ɗaya, yana nuna ainihin aikin tare na tsarin analog.
3.2 Tushen Lissafi
Kwamfutocin analog sun fi kowa gwiwa wajen warware lissafin bambanci kamar haka:
$\frac{d^2x}{dt^2} + a\frac{dx}{dt} + bx = f(t)$
inda ƙarfin lantarki na ci gaba ke wakiltar masu canji kuma abubuwan lissafi suna aiwatar da ayyukan lissafi a ainihin lokacin ba tare da matakan lokaci daban-daban ba.
4. Sakamakon Gwaji
Bincike ya nuna cewa kwamfutocin analog suna cimma lokutan mafita na kullum don lissafin bambanci, yayin da kwamfutocin dijital ke nuna haɓakar sarƙaƙƙiya na $O(n^2)$ ko mafi muni. Kwatancen amfani da makamashi ya nuna tsarin analog yana amfani da wutar lantarki sau 10-100 ƙasa da na kwatankwacin ayyukan lissafi waɗanda suka haɗa da lissafi na ci gaba.
5. Aiwar Lissafi
Tsare-tsaren sarrafa kai na zamani suna amfani da harsunan saiti don bayyana saitunan kwamfutocin analog:
// Shirin analog don na'urar oscillator mai jituwa
system harmonic_oscillator {
input: driving_force;
output: position, velocity;
integrator int1: input=acceleration, output=velocity;
integrator int2: input=velocity, output=position;
summer sum1: inputs=[-damping*velocity, -spring_constant*position, driving_force];
coefficient damping: value=0.1;
coefficient spring_constant: value=2.0;
}
6. Aikace-aikace da Jagorori Na Gaba
Kwamfutocin analog masu sake kayyadadden tsari suna nuna alƙawari a cikin:
- Tsarin sarrafa ainihin lokaci don motocin cin gashin kansu
- Hanzarta fahimtar cibiyar sadarwar jijiya
- Tsarin sarrafa kwamfutocin ƙididdiga
- Aikace-aikacen AI na gefe tare da matsananciyar ƙayyadaddun wutar lantarki
- Lissafin kimiyya don lissafin bambanci na wani yanki
7. Nassoshi
- Ulmann, B. (2023). Analog and Hybrid Computer Programming. Springer.
- Bush, V. (1931). The Differential Analyzer. Journal of the Franklin Institute.
- Mack, C. A. (2011). Fifty Years of Moore's Law. IEEE Transactions on Semiconductor Manufacturing.
- IEEE Spectrum. (2023). The Return of Analog Computing.
- Nature Electronics. (2022). Analog AI systems for edge computing.
8. Bincike Mai Zurfi
Ra'ayin Mai Binciken Masana'antu
Kai Tsaye Ga Matsala (Cutting to the Chase)
Wannan takarda ta fallasa ainihin ciniki wanda masu yada kwamfutocin dijital suka yi watsi da shi shekaru da yawa: yayin da tsarin dijital suka fi kowa gwiwa a hankali da ajiya, ba su da inganci sosai ga lissafi na ci gaba. Farfaɗowar kwamfutocin analog ba kawai son ilimi ba ne—amma amsa ce kai tsaye ga iyakar jiki na haɓakar CMOS wanda ko da Intel da TSMC ba za su iya cin nasara ba.
Sarkar Hankali (Logical Chain)
Hujjar tana bin ci gaba maras musantawa: Kwamfutocin dijital suna fuskantar katangar jiki (yawan makamashi, mitar agogo) → Kwamfutocin analog suna ba da mafita na lokaci mai zurfi ga lissafin bambanci → Haɗin kai na zamani yana magance matsalolin haɓakawa → Sake saiti ta atomatik yana kawar da matsalolin shirye-shirye. Wannan ba hasashe bane; kamfanoni kamar Mythic da Aspinity sun riga suna jigilar guntunan AI na analog waɗanda ke nuna ribar inganci sau 10-100 ga wasu ayyuka.
Kyawawa da Ragewa (Strengths & Weaknesses)
Kyawawa: Daidaitaccen lokacin mafita yana da sauyi ga tsarin sarrafa ainihin lokaci. Ba kamar tsarin dijital inda ƙara sarƙaƙiya ke ƙara lokacin lissafi ba, tsarin analog yana kiyaye ƙayyadaddun jinkiri—mai mahimmanci ga motocin cin gashin kansu da sarrafa masana'antu. Da'awar ingantaccen amfani da makamashi ta yi daidai da binciken kwanan nan daga Stanford wanda ke nuna hanyoyin sadarwar jijiya na analog suna amfani da wutar lantarki kashi 95% ƙasa da kwatankwacin dijital.
Ragewa: Takadar ta yi watsi da iyakokin daidaito waɗanda a tarihi suka addabi kwamfutocin analog. Ko da sun ambaci CMOS na zamani, ba su magance yadda tsarin zamani ke cin nasara akan karkatwar analog da tarin amo da ya sa kwamfutocin analog na farko ba su da dogaro ga tsawaita lissafi. Kwatanta da sauye-sauyen CycleGAN zai fi dacewa tare da ma'aunin kuskure na zahiri.
Ƙwararrun Aiki (Actionable Insights)
Ga kamfanonin semiconductor: Hanyar haɗin gwiwa ba makawa ce. Zuba jari a cikin ƙungiyoyin siginar gauraye yanzu maimakon jira don mafita na dijital kawai su kai iyakokin jiki na cikakke. Ga masu gine-ginen tsarin: Gano waɗanne sassan bututun lissafin ku sun haɗa da lissafi na ci gaba kuma ku ƙirƙira samfuran haɗin gwiwar analog musamman ga waɗannan ayyuka. Gaba ba analog KO dijital bane—sanin lokacin da ake amfani da kowane.
Wannan bincike ya yi daidai da Ƙaddamarwar Farfaɗowar Lantarki ta DARPA wanda ke mai da hankali kan tsarin kwamfutoci bayan Moore. Kamar yadda aka lura a cikin wallafe-wallafen Lantarki na Yanayi na kwanan nan, muna shaida farkon ƙwarewar kayan aiki na musamman na yanki inda kwamfutocin analog suka dawo da matsayinsu na dacewa tare da dijital, maimakon a maye gurbinsu.
Muhimman Fahimta
- Kwamfutocin analog suna warware lissafin bambanci tare da sarƙaƙƙiyar lokaci koyaushe ba tare da la'akari da girman matsalar ba
- Haɗin kai na zamani yana ba da damar haɓakawa zuwa dubban abubuwan lissafi a kowace guntu
- Tsarin sake saiti ta atomatik yana kawar da matsalolin shirye-shirye na gargajiya
- Fa'idodin ingantaccen amfani da makamashi sun sa kwamfutocin analog suka dace da AI na gefe da sarrafa ainihin lokaci
Ƙarshe
Kwamfutocin analog masu sake kayyadadden tsari suna wakiltar jagora mai ban sha'awa don cin nasara kan iyakokin jiki na kwamfutocin dijital, musamman ga aikace-aikacen da suka haɗa da lissafi na ci gaba da lissafin bambanci. Haɗin fasahar haɗin kai na zamani tare da tsarin saiti yana magance kalubalen tarihi na kwamfutocin analog yayin da yake kiyaye ainihin fa'idodinsa cikin sauri da ingantaccen amfani da makamashi.