Accuracy to Throughput Trade-offs for Reduced Precision Neural Networks on Reconfigurable Logic.
Jiang SuNicholas J. FraserGiulio GambardellaMichaela BlottGianluca DurelliDavid B. ThomasPhilip Heng Wai LeongPeter Y. K. CheungPublished in: CoRR (2018)
Keyphrases
- neural network
- trade off
- precision and recall
- high accuracy
- high precision
- pattern recognition
- response time
- computational cost
- logic programming
- prediction accuracy
- neural network model
- genetic algorithm
- recall precision
- multi valued
- feed forward
- computational efficiency
- back propagation
- fault diagnosis
- low cost
- general purpose
- modal logic
- multilayer perceptron
- fuzzy logic
- classification accuracy
- reconfigurable architecture