SCONNA: A Stochastic Computing Based Optical Accelerator for Ultra-Fast, Energy-Efficient Inference of Integer-Quantized CNNs.
Sairam Sri VatsavaiVenkata Sai Praneeth KarempudiIshan G. ThakkarAhmad SalehiJeffrey Todd HastingsPublished in: CoRR (2023)
Keyphrases
- efficient inference
- probabilistic inference
- exact inference
- markov random field
- structured prediction
- human pose estimation
- conditional random fields
- fully connected
- hidden variables
- linear models
- graphical models
- approximate inference
- neural network
- graph structure
- probabilistic model
- factor graphs
- bayesian networks