Dynamic energy-accuracy trade-off using stochastic computing in deep neural networks.
Kyounghoon KimJungki KimJoonsang YuJungwoo SeoJongeun LeeKiyoung ChoiPublished in: DAC (2016)
Keyphrases
- trade off
- neural network
- high accuracy
- bias variance
- pattern recognition
- prediction accuracy
- dynamic environments
- fuzzy logic
- error rate
- jump diffusion process
- multi layer
- computational cost
- neural nets
- roc curve
- computational complexity
- sensor networks
- energy consumption
- monte carlo
- high precision
- recurrent neural networks
- genetic algorithm