An Optical XNOR-Bitcount Based Accelerator for Efficient Inference of Binary Neural Networks.
Sairam Sri VatsavaiVenkata Sai Praneeth KarempudiIshan G. ThakkarPublished in: ISQED (2023)
Keyphrases
- efficient inference
- neural network
- probabilistic inference
- conditional random fields
- fully connected
- hidden variables
- markov random field
- approximate inference
- human pose estimation
- exact inference
- markov networks
- graphical models
- neural network model
- graph structure
- structured prediction
- back propagation
- linear models
- factor graphs
- artificial neural networks
- message passing
- activation function
- feed forward
- multilayer perceptron
- maximum margin
- random variables