Deep Learning Inference on Embedded Devices: Fixed-Point vs Posit.
Seyed Hamed Fatemi LangroudiTej PanditDhireesha KudithipudiPublished in: CoRR (2018)
Keyphrases
- fixed point
- deep learning
- embedded devices
- embedded systems
- unsupervised learning
- dynamical systems
- belief propagation
- mobile devices
- sufficient conditions
- machine learning
- weakly supervised
- flash memory
- limited memory
- data storage
- loopy belief propagation
- bayesian networks
- higher order
- mental models
- multiscale
- xml documents
- probabilistic inference
- image processing
- message passing
- databases
- computer vision