Archives for Hopfield Network

26 Aug

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

image-15160
image-15160

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.). Co-creator of LSTMs, Sepp Hochreiter with a team of researchers,…

The post Is Hopfield Networks All You Need? LSTM Co-Creator Sepp Hochreiter Weighs In appeared first on Analytics India Magazine.

26 Aug

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

image-15162
image-15162

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.). Co-creator of LSTMs, Sepp Hochreiter with a team of researchers,…

The post Is Hopfield Networks All You Need? LSTM Co-Creator Sepp Hochreiter Weighs In appeared first on Analytics India Magazine.