Accelerating machine learning with Non-Volatile Memory: Exploring device and circuit tradeoffs.
Alessandro FumarolaPritish NarayananLucas L. SanchesSeverin SidlerJun-Woo JangKibong MoonRobert M. ShelbyHyunsang HwangGeoffrey W. BurrPublished in: ICRC (2016)
Keyphrases
- machine learning
- main memory
- semiconductor devices
- high speed
- machine learning algorithms
- machine learning methods
- learning systems
- computer science
- pattern recognition
- memory usage
- memory space
- data storage
- file system
- decision trees
- knowledge acquisition
- artificial intelligence
- machine learning approaches
- memory requirements
- flash memory
- learning tasks
- circuit design
- data mining
- active learning
- data structure
- computer vision
- database management systems
- text classification
- computational intelligence
- memory size
- past experience
- learning algorithm
- power dissipation
- real time
- data acquisition
- electronic circuits
- field effect transistors
- analog circuits
- read write
- reinforcement learning
- explanation based learning
- design decisions
- management system
- natural language processing
- text mining