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: ASP-DAC (2022)
Keyphrases
- mixed signal
- machine learning algorithms
- low power
- vlsi circuits
- multi channel
- digital circuits
- cmos technology
- benchmark data sets
- high speed
- learning algorithm
- machine learning
- low voltage
- decision trees
- analog circuits
- predictive accuracy
- power dissipation
- machine learning approaches
- machine learning methods
- power consumption
- learning problems
- random forests
- low cost
- learning tasks
- input features
- machine learning models
- circuit design
- learning models
- standard machine learning algorithms
- machine learning and data mining algorithms
- real world
- learning systems
- digital signal processing