Neural cibiyar sadarwa a gilashin. Baya buƙatar wutar lantarki, yana gane lambobi

Neural cibiyar sadarwa a gilashin. Baya buƙatar wutar lantarki, yana gane lambobi

Dukkanmu mun saba da ikon cibiyoyin sadarwa na jijiyoyi don gane rubutun hannu. Tushen wannan fasaha ya kasance a cikin shekaru masu yawa, amma a kwanan nan ne kawai tsalle-tsalle a cikin ikon sarrafa kwamfuta da sarrafa layi daya suka sanya wannan fasaha ta zama mafita mai amfani sosai. Koyaya, wannan ingantaccen bayani zai kasance da gaske a cikin nau'in kwamfuta na dijital da ke maimaita ragi, kamar kowane shiri. Amma ba haka lamarin yake ba game da hanyar sadarwa ta jijiyoyi da masu bincike a jami'o'in Wisconsin, MIT, da Columbia suka kirkira. Su ya ƙirƙiri wani gilashin gilashi wanda baya buƙatar samar da wutar lantarki, amma har yanzu yana iya gane lambobin da aka rubuta da hannu..

Wannan gilashin ya ƙunshi daidaitattun abubuwan da aka haɗa, kamar kumfa na iska, ƙazanta na graphene da sauran kayan. Lokacin da haske ya shiga gilashin, ana ƙirƙirar sifofin igiyoyin igiyoyin ruwa masu rikitarwa, wanda ke haifar da hasken ya yi ƙarfi a ɗaya cikin goma. Kowane ɗayan waɗannan wuraren ya dace da lamba. Misali, a ƙasa akwai misalai guda biyu da ke nuna yadda haske ke tafiya yayin gane lambar “biyu”.

Neural cibiyar sadarwa a gilashin. Baya buƙatar wutar lantarki, yana gane lambobi

Tare da saitin horo na hotuna 5000, cibiyar sadarwar jijiyoyi tana iya gane daidai 79% na hotunan shigarwa 1000. Ƙungiyar ta yi imanin za su iya inganta sakamakon idan za su iya ƙetare iyakokin da tsarin kera gilashin ya haifar. Sun fara da ƙayyadaddun ƙirar na'urar don samun samfurin aiki. Bayan haka, sun shirya ci gaba da nazarin hanyoyi daban-daban don inganta ingancin ƙwarewa, tare da ƙoƙarin kada a yi amfani da fasahar fiye da kima ta yadda za a iya amfani da ita wajen samarwa. Har ila yau, ƙungiyar tana da shirye-shiryen ƙirƙirar hanyar sadarwa ta XNUMXD a cikin gilashi.

source: www.habr.com

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