Benchmarking Reservoir and Recurrent Neural Networks for Human State and Activity Recognition.
Davide BacciuDaniele Di SarliClaudio GallicchioAlessio MicheliNiccolò PuccinelliPublished in: IWANN (2) (2021)
Keyphrases
- activity recognition
- recurrent neural networks
- reservoir computing
- human activities
- human activity recognition
- neural network
- action recognition
- visual surveillance
- sensory data
- echo state networks
- daily activities
- smart home
- accelerometer data
- wearable sensors
- smart environments
- feed forward
- human behavior
- recurrent networks
- artificial neural networks
- activities of daily living
- human actions
- text categorization
- learning process
- nonlinear dynamic systems
- information retrieval
- machine learning