An Optical XNOR-Bitcount Based Accelerator for Efficient Inference of Binary Neural Networks.
Sairam Sri VatsavaiVenkata Sai Praneeth KarempudiIshan G. ThakkarPublished in: CoRR (2023)
Keyphrases
- efficient inference
- neural network
- probabilistic inference
- conditional random fields
- markov random field
- fully connected
- hidden variables
- human pose estimation
- exact inference
- approximate inference
- structured prediction
- graphical models
- factor graphs
- back propagation
- graph structure
- neural nets
- multilayer perceptron
- feed forward
- radial basis function
- hidden markov models
- artificial neural networks
- network architecture
- gaussian processes
- potential functions
- neural network model
- belief propagation
- bayesian networks