Deep learning models for real-life human activity recognition from smartphone sensor data

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 93.8K citations

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François Chollet · 2017 · 18.2K citations

Convolutional Neural Network, Engineering, Machine Learning +16

Bidirectional recurrent neural networks

Mike Schuster, Kuldip K. Paliwal · IEEE Transactions on Signal Processing · 1997 · 9.6K citations

Natural Language Processing, Structured Prediction, Conditional Posterior Probability +14

Improving neural networks by preventing co-adaptation of feature detectors

Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky et al. · arXiv (Cornell University) · 2012 · 6.6K citations · Full text

Feature Detector, Large Ai Model, Convolutional Neural Network +15

Activity recognition using cell phone accelerometers

Jennifer R. Kwapisz, Gary M. Weiss, Samuel Moore · ACM SIGKDD Explorations Newsletter · 2011 · 2.8K citations

Physical Activity, Engineering, Accelerometer +16