Hardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGA.
Zehuan ZhangHongxiang FanHao Mark ChenLukasz DudziakWayne LukPublished in: CoRR (2024)
Keyphrases
- low cost
- real time
- hardware implementation
- search algorithm
- prediction accuracy
- field programmable gate array
- search efficiency
- data acquisition
- hardware architecture
- hardware design
- search methods
- prediction algorithm
- network architecture
- prediction model
- search strategies
- reconfigurable hardware
- user queries
- parallel hardware
- control system
- genetic algorithm
- neural network
- programmable logic
- software implementation
- hardware architectures
- single chip
- neural model
- decision theory
- computing systems
- prediction error
- associative memory
- signal processing
- high speed
- search space