Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition.
Francisco Javier Ordóñez MoralesDaniel RoggenPublished in: Sensors (2016)
Keyphrases
- recurrent neural networks
- activity recognition
- deep learning
- long short term memory
- accelerometer data
- neural network
- human activities
- human activity recognition
- wearable sensors
- feed forward
- reservoir computing
- daily activities
- action recognition
- smart home
- recurrent networks
- echo state networks
- sensory data
- nonlinear dynamic systems
- artificial neural networks
- machine learning
- activities of daily living
- smart environments
- activity analysis
- transfer learning
- high dimensional
- anomaly detection