Customizing Low-Precision Deep Neural Networks for FPGAs.
Julian FaraoneGiulio GambardellaNicholas J. FraserMichaela BlottPhilip H. W. LeongDavid BolandPublished in: FPL (2018)
Keyphrases
- neural network
- genetic algorithm
- neural nets
- multilayer perceptron
- pattern recognition
- neural network model
- back propagation
- fuzzy logic
- artificial neural networks
- fault diagnosis
- real time
- information systems
- hardware implementation
- fuzzy systems
- competitive learning
- rough sets
- case study
- recurrent neural networks
- machine learning
- multi layer perceptron
- activation function
- learning rules
- cellular neural networks
- hopfield neural network