Google paub hais tias kev npau suav yog ib tug neural network

Dag neural network Google tsim los simulate tus tib neeg lub hlwb. Cov txheej txheem no tso cai rau kom paub txog thiab soj ntsuam rau ntau yam dluab. Thaum developers muaj emerged nthuav nqe lus nug: yuav ua li cas yog hais tias tus neeg hlau muaj peev xwm ua npau suav? Xws li ib tug coj txawv txawv lo lus nug tsis tshwm sim tawm ntawm tsis pom qhov twg. Nws yog ib feem ntawm qhov kev tsim los mus tsim cov dluab sib sib zog nqus npau suav.

"Sib sib zog nqus npau suav"

Developers muab ua ntej lub software lub hom phiaj. Txawm li cas los, qhov no yog tsis muaj lub hom phiaj ntawm reconstruction ntawm kev npau suav. Kws txawj tau thov neural network duab hloov rau lub hauv paus ntawm tus thawj daim duab los ntawm imposing rau nws ib tug ob peb lwm khaubncaws sab nraud povtseg. Raws li nws muab tawm, lub software yog ib qho yooj yim los mus kawm. Yog li, qhov kev pab cuam muaj peev xwm los txhim kho kom paub tias muaj nuj nqi teev cov qauv.

kev kawm

Yuav kom txhim kho txoj kev muaj nuj nqi ntawm cov khoom cua neural tes hauj lwm, developers tau dhau los ntawm lub computer ntau tshaj ib lab cov dluab. Nws yog ib tug laborious thiab lub sij hawm-siv ua hauj lwm, vim hais tias tom qab txhua tus lub tswv yim duab engineers ua lub tsheb mus sab laj txog cov duab nyob rau tus kwv. Sheer neural network muaj ntau yam khaubncaws sab nraud povtseg, thiab muaj ntau yog txhais ntawm cov kev tshawb fawb nyob rau hauv lub theem los yog raws li txoj cai. Piv txwv li, rau cov nrhiav kom tau ntawm ib tug neeg khoom sau raws nkaus Ii tso zis txheej.

Hallucinogenic zoo duab

Tom qab ua paub zog ntawm kev khoom nyob rau hauv cov duab ntawm lub neural network ntsib ib tug yooj yim dua txoj hauj lwm. Engineers tau hais kom tsav koj tus kheej mus tsim dluab ntawm tej yam khoom, cov uas twb yog ib tug dev, diav rawg, ntses hnub qub, txiv tsawb thiab lwm yam khoom. Tus mus tau tag nrho kev txaus cai nws tus kheej. Thiab qhia rau tus neeg hlau npau suav muaj ib tug hallucinogenic zoo txhais dluab yuav paub txog tib neeg lub qhov muag.

Lub hom phiaj ntawm qhov kev tsim

Google nrhiav los txhim kho lub neural network mus rau kis twg nws twb tau mus ntes uas tsis yog-existent paub meej nyob rau hauv tag nrho daim duab. Peb yuav hais tias qhov engineers twb tau mus saib mus rau hauv lub subconscious kev ntse. Nws tshwm sim, thaum developers pib thauj cov dluab nyob rau hauv lub qaum txheej ntawm cov neural network, ib tug uas tau kawm kom paub txog ib tug neeg khoom. Yog li ntawd, piv txwv li, ib tug predetermined parameter "ib tug aub zoo nyob rau hauv cov huab" ua rau simulate ib tug network ntawm cov dev huab. Thiab txhua lub sij hawm koj ntsaws cov qhov tshwm sim tuaj tawm zoo dua thiab zoo dua.

Yog li, lub "sib sib zog nqus npau suav" muab lub computer muaj peev xwm yuav hloov tau qhov duab chaw. Thiab nws tau tso cai kom paub txog tej khoom, uas yog tsis muaj nyob rau hauv cov duab. Thiab tam sim no, thaum koj thov kom "cov pos huab ntuj" network muab ib tug kuj ceeb tias coj txawv txawv dev thiab qwj.

xaus

Cov kev siv los ntawm cov kev soj ntsuam thaum lub sij hawm peb tes num, pab kom to taub thiab pom tau li cas ib tug neural network muaj peev xwm ntawm kev ua tau txoj kev pab raws qib rau tus kwv cais. Qhov no tau coj mus rau kev txhim kho ntawm lub network architecture thiab tso cai rau tswj theem ntawm txoj kev kawm.