Hardware for machine learning: Challenges and opportunities.
Vivienne SzeYu-Hsin ChenJoel S. EinerAmr SuleimanZhengdong ZhangPublished in: CICC (2017)
Keyphrases
- machine learning
- low cost
- real time
- computing systems
- hardware and software
- machine learning methods
- lessons learned
- active learning
- key issues
- image processing
- pattern recognition
- technical challenges
- inductive learning
- real world
- personal computer
- computational biology
- machine learning approaches
- machine learning algorithms
- computing power
- data mining
- natural language processing
- computer vision
- knowledge representation
- feature selection
- inductive logic programming
- genetic algorithm
- artificial intelligence
- hardware implementation
- interdisciplinary field
- reinforcement learning
- hardware architecture
- learning systems
- information extraction
- computer systems
- computational intelligence
- mobile handheld devices
- open issues
- explanation based learning
- knowledge acquisition
- signal processing
- support vector machine
- decision trees
- learning algorithm