Is Hopfield Networks All You Need? LSTM Co-Creator Sepp Hochreiter Weighs In

Is Hopfield Networks All You Need? LSTM Co-Creator Sepp Hochreiter Weighs In

Attention heads lie at the heart of successes such as BERT and other language models. Hopfield network is now on par with SOTA models.

Introduced in the 1970s, Hopfield networks were popularised by John Hopfield in 1982. Hopfield networks, for the most part of machine learning history, have been sidelined due to their own shortcomings and introduction of superior architectures such as the Transformers (now used in BERT, etc.)

Read more: https://analyticsindiamag.com/modern-hopfield-network-transformers-attention/

hopfieldnetworks bert lstm machine-learning

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