A Flexible FPGA-Based Inference Architecture for Pruned Deep Neural Networks.
Thorbjörn PosewskyDaniel ZienerPublished in: ARCS (2018)
Keyphrases
- neural network
- hardware architecture
- hardware design
- inference engine
- network architecture
- neural architectures
- multi layer
- hardware implementation
- hardware architectures
- recurrent neural networks
- back propagation
- pattern recognition
- artificial neural networks
- software architecture
- genetic algorithm
- architectural design
- learning capabilities
- management system
- bayesian inference
- probabilistic inference
- fuzzy logic
- inference process
- neural models
- bayesian networks
- self organizing maps
- hidden layer
- multi layer perceptron
- expert systems
- pruning algorithm
- fault diagnosis