Hardware for machine learning: Challenges and opportunities.

Vivienne Sze Yu-Hsin Chen Joel S. Emer Amr Suleiman Zhengdong Zhang

Published in: CICC (2018)

Keyphrases

machine learning
real time
lessons learned
computing systems
real world
hardware and software
low cost
key issues
machine learning methods
computational intelligence
technical challenges

open issues
computer systems
learning tasks
support vector machine
supervised learning
statistical methods
hardware implementation
pattern recognition
learning systems
machine learning algorithms
emerging technologies

decision trees
machine learning approaches
text classification
computer science
text mining
explanation based learning
computing power
hardware architecture
vlsi implementation
mobile handheld devices
inductive logic programming

data acquisition
model selection
knowledge acquisition
natural language processing
knowledge discovery
knowledge representation
active learning
reinforcement learning
image processing
computer vision
learning algorithm