An Empirical Study of Convolutional Neural Network Compressions within Low-Power Devices.
Thomas GarbayKarim HocineKhalil HachichaAndrea PinnaBertrand GranadoPublished in: ICECS (2023)
Keyphrases
- low power
- convolutional neural network
- low power consumption
- low cost
- power consumption
- high speed
- face detection
- wireless transmission
- mobile devices
- high power
- logic circuits
- single chip
- embedded systems
- vlsi circuits
- mixed signal
- neural network
- digital signal processing
- vlsi architecture
- processing capabilities
- cmos technology
- image sensor
- power dissipation
- pairwise
- real time
- power reduction
- object detection
- image processing
- machine learning
- gate array