Empirical Evaluation of Fixed-Point Arithmetic for Deep Belief Networks.
Jingfei JiangRongdong HuMikel LujánYong DouPublished in: ARC (2013)
Keyphrases
- empirical evaluation
- fixed point
- deep belief networks
- floating point
- unsupervised learning
- deep learning
- restricted boltzmann machine
- hierarchical models
- probabilistic model
- generative model
- approximate inference
- belief propagation
- machine learning
- sparse coding
- sufficient conditions
- dynamical systems
- graphical models
- object recognition
- neural network
- probabilistic graphical models