A sequential deep learning application for recognising human activities in smart homes

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 10K citations

Computing, Computer Science, Computational Linguistics +12

Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

Yonghui Wu, Mike Schuster, Zhifeng Chen et al. · arXiv (Cornell University) · 2016 · 5.7K citations · Full text

Computing, Computer Science, Corpus-based Translation Studies +9

Deep learning for sensor-based activity recognition: A survey

Jindong Wang, Yiqiang Chen, Shuji Hao et al. · Pattern Recognition Letters · 2018 · 1.9K citations · Full text

Computing, Computer Science, Computer Vision +13