POMMEL: Exploring Off-Chip Memory Energy & Power Consumption in Convolutional Neural Network Accelerators.
Alexander Montgomerie-CorcoranChristos-Savvas BouganisPublished in: DSD (2021)
Keyphrases
- power consumption
- convolutional neural network
- energy efficiency
- power dissipation
- low power
- single chip
- dynamic power management
- clock frequency
- energy saving
- battery powered
- energy management
- nm technology
- power management
- battery life
- ibm power processor
- low power consumption
- save energy
- face detection
- power saving
- cmos technology
- power reduction
- energy efficient
- energy consumption
- low cost
- neural network
- high speed
- wireless sensor networks
- data center
- multithreading
- memory access
- sensor networks
- digital signal processing
- random access memory
- detection method
- main memory