Computer-Aided Design of Machine Learning Algorithm: Training Fixed-Point Classifier for On-Chip Low-Power Implementation.
Hassan AlbalawiYuanning LiXin LiPublished in: DAC (2014)
Keyphrases
- fixed point
- low power
- computer aided design
- cmos technology
- learning algorithm
- high speed
- low cost
- signal processor
- single chip
- solid models
- ultra low power
- power consumption
- vlsi architecture
- low power consumption
- mixed signal
- computer aided
- sufficient conditions
- supervised learning
- image sensor
- nm technology
- machine learning
- object oriented
- low voltage
- cmos image sensor
- belief propagation
- vlsi implementation
- floating point
- power dissipation
- dynamical systems
- logic circuits
- real time
- power reduction
- design process
- digital signal processing
- circuit design
- image analysis
- pattern recognition
- reinforcement learning
- computer graphics
- design methodology