PIM-DRAM: Accelerating Machine Learning Workloads Using Processing in Commodity DRAM.
Sourjya RoyMustafa Fayez AliAnand RaghunathanPublished in: IEEE J. Emerg. Sel. Topics Circuits Syst. (2021)
Keyphrases
- machine learning
- main memory
- high density
- low voltage
- dynamic random access memory
- data processing
- memory subsystem
- artificial intelligence
- machine learning methods
- computer science
- real time
- text processing
- learning systems
- database systems
- reinforcement learning
- database
- embedded dram
- learning algorithm
- inductive logic programming
- support vector machine
- learning tasks
- pattern recognition
- data analysis
- data mining
- computer vision
- feature selection
- information extraction
- decision trees
- low cost
- statistical methods
- text mining
- computational intelligence
- machine learning algorithms
- database management systems
- computer systems
- knowledge acquisition
- data structure