Analysis of Posit and Bfloat Arithmetic of Real Numbers for Machine Learning.
Aleksandr Yu. RomanovAlexander L. StempkovskyIlia V. LariushkinGeorgy E. NovoselovRoman A. SolovyevVladimir A. StarykhIrina RomanovaDmitry V. TelpukhovIlya A. MkrtchanPublished in: IEEE Access (2021)
Keyphrases
- machine learning
- real numbers
- learning algorithm
- real world
- computer vision
- pattern recognition
- machine learning methods
- image analysis
- knowledge acquisition
- interval arithmetic
- learning systems
- natural language processing
- information extraction
- active learning
- expert systems
- data analysis
- feature extraction
- data mining