Bias-Scalable Near-Memory CMOS Analog Processor for Machine Learning.
Pratik KumarAnkita NandiShantanu ChakrabarttyChetan Singh ThakurPublished in: IEEE J. Emerg. Sel. Topics Circuits Syst. (2023)
Keyphrases
- machine learning
- analog vlsi
- random access memory
- high speed
- single chip
- cmos image sensor
- analog to digital converter
- circuit design
- memory management
- low memory
- focal plane
- limited memory
- low cost
- learning algorithm
- machine learning algorithms
- memory hierarchy
- memory subsystem
- intel xeon
- low power
- memory requirements
- image sensor
- inductive learning
- multi processor
- decision trees
- processor core
- data mining
- hd video
- parallel processing
- inductive bias
- past experience
- signal processing
- low voltage
- machine learning methods
- operating system
- mixed signal
- feature selection
- processing elements
- power supply
- real time