Optimizing convolutional neural networks for IoT devices: performance and energy efficiency of quantization techniques.
Nicolás HernándezFrancisco AlmeidaVicente Blanco PérezPublished in: J. Supercomput. (2024)
Keyphrases
- energy efficiency
- convolutional neural networks
- wireless sensor
- power consumption
- smart home
- energy consumption
- battery powered
- wireless sensor networks
- data center
- sensor networks
- energy efficient
- convolutional network
- routing protocol
- cloud computing
- response time
- energy conservation
- power saving
- mobile devices
- high performance computing
- power management
- energy aware
- embedded systems
- energy management
- energy saving
- management system
- reduce the energy consumption
- activity recognition
- data sets
- network lifetime
- sensor nodes
- traffic load
- topology control
- smart objects
- routing algorithm
- wireless communication
- node selection
- ad hoc networks
- database systems