An Energy-Efficient Programmable Mixed-Signal Accelerator for Machine Learning Algorithms.
Mingu KangPrakalp SrivastavaVikram S. AdveNam Sung KimNaresh R. ShanbhagPublished in: IEEE Micro (2019)
Keyphrases
- machine learning algorithms
- mixed signal
- low power
- low cost
- vlsi circuits
- single chip
- multi channel
- power consumption
- energy efficiency
- learning algorithm
- benchmark data sets
- machine learning
- decision trees
- wireless sensor networks
- energy efficient
- machine learning methods
- learning problems
- digital circuits
- predictive accuracy
- high speed
- general purpose
- machine learning approaches
- sensor networks
- random forests
- low voltage
- cmos technology
- input features
- learning tasks
- digital camera
- machine learning models
- energy saving
- learning models
- parallel implementation
- hardware and software
- machine learning systems
- image processing
- embedded systems
- feature selection
- data center