Speeding up deep neural architecture search for wearable activity recognition with early prediction of converged performance.
Lloyd PellattDaniel RoggenPublished in: Frontiers Comput. Sci. (2022)
Keyphrases
- activity recognition
- neural architecture
- accelerometer data
- human activities
- human activity recognition
- action recognition
- wearable sensors
- neural network
- daily activities
- transfer learning
- search space
- smart home
- sensory data
- basis functions
- activities of daily living
- smart environments
- feed forward
- behavior recognition
- sensor networks
- artificial neural networks