SpArNet: Sparse Asynchronous Neural Network execution for energy efficient inference.
Mina A. KhoeiAmirreza YousefzadehArash PourtaherianOrlando MoreiraJonathan TapsonPublished in: AICAS (2020)
Keyphrases
- efficient inference
- neural network
- probabilistic inference
- markov random field
- fully connected
- exact inference
- conditional random fields
- hidden variables
- human pose estimation
- approximate inference
- graph structure
- markov networks
- graphical models
- structured prediction
- back propagation
- high dimensional
- activation function
- neural nets
- artificial neural networks
- higher order
- neural network model
- message passing
- multilayer perceptron
- network architecture
- belief propagation
- junction tree
- factor graphs
- graph cuts