Njengoba kunikezwe lesi sigaba, yiziphi ezinye izibonelo zokusetshenziswa kwenkumbulo yesikhathi esifushane (LSTM)?
Context:Imemori yesikhathi esifushane (LSTM) iyinethiwekhi ye-neural esetshenziswa emikhakheni yobuhlakani bokufakelwa nokufunda okujulile. Ngokungafani namanethiwekhi we-neural feedforward ajwayelekile, i-LSTM inokuxhumana okubuyayo. Inethiwekhi enjalo yezinzwa (RNN) ayikwazi ukucubungula amaphuzu wedatha angawodwa kuphela (njengezithombe), kodwa futhi nokulandelana okuphelele kwedatha (njengokukhuluma noma ividiyo). Lesi sici senza amanethiwekhi e-LSTM alungele ukucubungula nokubikezela idatha. Isibonelo, i-LSTM isebenza emisebenzini efana nokuqashelwa kokubhala ngesandla okungahlukanisiwe, okuxhunyiwe, ukuqashelwa kwenkulumo, ukuhumusha ngomshini, ukutholwa komsebenzi wenkulumo, ukulawulwa kwamarobhothi, imidlalo yevidiyo, nokunakekelwa kwezempilo.
Inkumbulo yesikhathi esifushane nesikhathi eside isetshenziselwa ukuqaphela umbhalo wesandla, ukuqaphela inkulumo, ukuhumusha ngomshini, ukuthola umsebenzi wenkulumo, ukulawula irobhothi, imidlalo yama-video nokunakekela impilo.