FPGA-Based Acceleration for Bayesian Convolutional Neural Networks.
Hongxiang FanMartin FeriancZhiqiang QueShuanglong LiuXinyu NiuMiguel R. D. RodriguesWayne LukPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2022)
Keyphrases
- convolutional neural networks
- convolutional network
- bayesian networks
- bayesian estimation
- bayesian inference
- posterior probability
- application specific
- data sets
- bayesian analysis
- hardware design
- bayesian learning
- hardware implementation
- maximum likelihood
- gaussian processes
- posterior distribution
- data driven
- bayesian decision
- multiresolution
- real time