Detecting Uncertain BNN Outputs on FPGA Using Monte Carlo Dropout Sampling.
Tomoyuki MyojinShintaro HashimotoNaoki IshihamaPublished in: ICANN (2) (2020)
Keyphrases
- monte carlo
- adaptive sampling
- importance sampling
- monte carlo simulation
- markov chain
- simulation study
- matrix inversion
- monte carlo methods
- monte carlo method
- markov chain monte carlo
- monte carlo tree search
- markovian decision
- particle filter
- hardware implementation
- stochastic approximation
- point processes
- hardware architecture
- variance reduction
- graphical models
- dynamic programming
- support vector
- image processing