Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going.
Erwei WangJames J. DavisRuizhe ZhaoHo-Cheung NgXinyu NiuWayne LukPeter Y. K. CheungGeorge A. ConstantinidesPublished in: CoRR (2019)
Keyphrases
- neural network
- hardware and software
- low cost
- domain specific
- real time
- back propagation
- artificial neural networks
- neural network is trained
- hardware implementation
- closed form
- neural network model
- neural nets
- feed forward neural networks
- approximation methods
- learning vector quantization
- fault diagnosis
- pattern recognition
- bp neural network
- recurrent neural networks
- error bounds
- self organizing maps
- embedded systems
- network model
- training algorithm
- fuzzy neural network
- multilayer perceptron
- hardware architecture
- auto associative
- vlsi implementation
- fuzzy logic
- image reconstruction from projections