Analog/Mixed-Signal Circuit Synthesis Enabled by the Advancements of Circuit Architectures and Machine Learning Algorithms.
Shiyu SuQiaochu ZhangMohsen HassanpourghadiJuzheng LiuRezwan A. RasulMike Shuo-Wei ChenPublished in: CoRR (2021)
Keyphrases
- mixed signal
- machine learning algorithms
- low power
- vlsi circuits
- multi channel
- digital circuits
- cmos technology
- benchmark data sets
- learning algorithm
- high speed
- machine learning
- learning problems
- predictive accuracy
- power consumption
- machine learning methods
- low voltage
- low cost
- power dissipation
- decision trees
- machine learning systems
- random forests
- machine learning approaches
- learning tasks
- machine learning models
- standard machine learning algorithms
- statistical machine learning
- analog circuits
- input features
- hardware and software
- training data
- real time