Incremental and Approximate Computations for Accelerating Deep CNN Inference.
Supun NakandalaKabir NagrechaArun KumarYannis PapakonstantinouPublished in: ACM Trans. Database Syst. (2020)
Keyphrases
- cellular neural networks
- incremental learning
- data sets
- belief nets
- bayesian inference
- grammatical inference
- inference process
- deep learning
- probabilistic inference
- neural network
- fixed point
- efficient computation
- bayesian networks
- random fields
- real time
- bayesian model
- efficient learning
- structured prediction
- data driven
- information extraction
- computer vision
- inference in graphical models