Sepp Hochreiter

1 milestone · 1997

Sepp Hochreiter is featured for contributions to AI through Long Short-Term Memory (LSTM) in 1997 during Quiet Emergence.

Quiet Emergence (1)Research Breakthroughs (1)

Chronology

LSTM recurrent neural network cell diagram
Research

Long Short-Term Memory (LSTM)

Hochreiter and Schmidhuber published the LSTM architecture, solving the vanishing gradient problem that plagued recurrent neural networks. LSTMs could learn long-range dependencies in sequential data by maintaining a memory cell with gates that controlled information flow.

Sepp HochreiterJürgen SchmidhuberTechnical University of Munich

Related People

Jürgen Schmidhuber (1)

Related Organizations

Technical University of Munich (1)

Frequent Topics

Neural Networks (1)Nlp (1)Rnn (1)Sequential (1)