Intelligence at the IoT Edge: Activity Recognition with Low-Power Microcontrollers and Convolutional Neural Networks.
Alessandro GhibelliniLuciano BononiMarco Di FelicePublished in: CCNC (2022)
Keyphrases
- activity recognition
- low power
- convolutional neural networks
- low cost
- high speed
- smart home
- power consumption
- human activity recognition
- action recognition
- human activities
- hardware and software
- single chip
- management system
- edge detection
- sensory data
- intelligent systems
- vlsi architecture
- activities of daily living
- low power consumption
- transfer learning
- accelerometer data
- gate array
- power reduction
- real time
- ultra low power
- logic circuits
- activity analysis
- machine learning
- power dissipation
- collaborative filtering
- computer vision