Tichifunga nezvendima iyi, chii chinonzi Long short-term memory?
Context:Long-short-term memory (LSTM) inonzi artificial neural network inoshandiswa muminda ye artificial intelligence uye deep learning. Kusiyana neyakajairika feedforward neural network, LSTM ine feedback kubatana. Nzvimbo yakadaro inodzokororwa yeuropi (RNN) inogona kubata kwete chete mapepa ega ega e data (akadai semifananidzo), asiwo nhevedzano yose ye data (yakadai sehurukuro kana vhidhiyo). Ichi chimiro chinoita kuti LSTM network ive yakanaka pakugadzira uye kufanotaura dhata. Somuenzaniso, LSTM inoshanda pamabasa akadai sokunyorwa kwemanyorerwo emaoko, kuzivikanwa kwemashoko, kushandurwa kwemashini, kuonekwa kwemashoko, kudzora marobhoti, mitambo yemavhidhiyo, uye utano.
Kurangarira kwenguva refu-ipfupi inetiweki yekunyepedzera inoshandiswa mukudzidza kwakadzika iyo inogona kugadzirisa kwete chete mapoinzi e data (senge mifananidzo), asiwo kutevedzana kwakazara kwedata (senge kutaura kana vhidhiyo).