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The vanishing gradients problem inherent in Simple Recurrent Networks (SRN) trained with back-propagation, has led to a significant shift towards the use of Long Short-term Memory (LSTM) and Echo State Networks (ESN), which overcome this problem thro
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b07968b1303eb8afe9c5b912e2c4659b
https://irep.ntu.ac.uk/id/eprint/26882/1/PubSub4260_Tepper.pdf
https://irep.ntu.ac.uk/id/eprint/26882/1/PubSub4260_Tepper.pdf
