Deep Learning Inference on Embedded Devices: Fixed-Point vs Posit.
Seyed Hamed Fatemi LangroudiTej PanditDhireesha KudithipudiPublished in: EMC2@ASPLOS (2018)
Keyphrases
- fixed point
- deep learning
- embedded devices
- embedded systems
- unsupervised learning
- mobile devices
- sufficient conditions
- machine learning
- weakly supervised
- dynamical systems
- free energy
- loopy belief propagation
- bayesian networks
- mental models
- security protocols
- probabilistic inference
- belief propagation
- data storage
- belief networks
- limited memory
- database
- active learning
- data sets