Kudzidza kwakadzama chii?
Context:Kudzidza kwakadzama chikamu chemhuri yakakura yemashini ekudzidza nzira dzakavakirwa pamashandisirwo etsinga enetiweki nekumiririrwa kwekudzidza. Kudzidza kunogona kutarisirwa, kutarisirwa zvishoma kana kusatarisirwa.  Nzvimbo dzakadzika dzedzidzo dzakadai sedzakadzika neural network, dzakadzika dzekutenda network, dzakadzika dzedzidzo yekusimbisa, dzinowanzoitika neural network, convolutional neural network uye shanduko dzakashandiswa kuminda inosanganisira kuona kwemakomputa, kuzivikanwa kwekutaura, kugadzirisa mutauro wechisikigo, shanduro yemuchina, bioinformatics, dhizaini yemishonga, kuongororwa kwemifananidzo yekurapa, sainzi yemamiriro ekunze, kuongororwa kwezvinhu uye mapurogiramu emitambo yebhodhi, uko kwavakaburitsa mhedzisiro inofananidzwa uye mune dzimwe nguva inodarika kuita kwehunyanzvi hwevanhu.  Artificial neural networks (ANNs) dzakafuridzirwa nekugadziriswa kwemashoko uye kugoverwa kwekukurukurirana kwemapoka mumagariro ezvisikwa. ANNs dzine misiyano yakasiana-siana kubva muuropi hwoupenyu. Zvikurukuru, mitambo yetsinga dzemaoko inowanzova isingachinji uye inofananidzira, nepo uropi hwezvinhu zvipenyu zvipenyu huchichinja-chinja (plastiki) uye hwakafanana.  Shoko rokuti "dzakadzika" mukudzidza kwakadzama rinoreva kushandiswa kwematanho akawanda mumutambo. Basa rokutanga rakaratidza kuti linear perceptron haigoni kuva classifier yenyika yose, asi kuti network ine nonpolynomial activation function ine imwe yakavanzika layer ye unbounded width inogona. Kudzidza kwakadzama musiyano wemazuva ano unobata nenhamba isingaverengeki yezvikamu zvehukuru hwakaganhurirwa, izvo zvinobvumidza kushandiswa chaiko uye kuitiswa kwakaringana, uku uchichengetedza dzidziso yepasirese pasi pemamiriro akapfava. Mukudzidza kwakadzama zvidimbu zvinobvumidzwawo kuti zvive zvisina kuenzana uye kutsauka zvakanyanya kubva kumamodeli akabatanidzwa ehupenyu, nekuda kwekugona, kudzidziswa uye kunzwisisika.
Kudzidza kwakadzama chikamu chemhuri yakakura yemashini ekudzidza nzira dzakavakirwa pamashandisirwo etsinga enetiweki nekumiririrwa kwekudzidza.