Beyond Integer Quantization: Approximate Arithmetic for Machine Learning Accelerators.
James TandonPublished in: ICICDT (2023)
Keyphrases
- machine learning
- floating point
- decision trees
- pattern recognition
- machine learning methods
- learning algorithm
- computer vision
- computing systems
- machine learning algorithms
- data mining
- learning tasks
- explanation based learning
- machine learning approaches
- quantization error
- natural language processing
- support vector machine
- knowledge discovery
- active learning
- computer science
- computing platform
- exact solution
- arithmetic operations
- quantization step
- micron cmos
- inductive learning
- knowledge acquisition
- computational intelligence
- text mining
- data analysis
- natural language
- feature selection