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19971990s
Sepp Hochreiter
Computer scientist who co-invented the LSTM while mathematically defining the vanishing gradient problem.
Organizations
Johannes Kepler University LinzIDSIA
Major Achievements
- •Co-invented the Long Short-Term Memory (LSTM) architecture to solve fundamental recurrent network flaws.
- •Identified and analyzed the vanishing/exploding gradient problem in his 1991 diploma thesis.
- •Pioneered massive applications of deep learning in bioinformatics and drug discovery.
Key Papers
- Long Short-Term Memory
Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997
Videos
Prof. Sepp Hochreiter: A Pioneer in Deep Learning
Machine Learning Street Talk
Interview with Prof. Sepp Hochreiter on X-LSTM
High-Tech Connect