A Batch Normalization Free Binarized Convolutional Deep Neural Network on an FPGA (Abstract Only).
Hiroki NakaharaHaruyoshi YonekawaHisashi IwamotoMasato MotomuraPublished in: FPGA (2017)
Keyphrases
- neural network
- deep learning
- fermentation process
- network architecture
- deep belief networks
- artificial neural networks
- input image
- low cost
- high speed
- neural network model
- unsupervised feature learning
- real time
- normalization method
- real time image processing
- fuzzy logic
- back propagation
- high level
- genetic algorithm
- fuzzy artmap
- learning vector quantization
- hardware design
- self organizing maps
- rbf network
- higher level
- multi layer
- feed forward neural networks
- bp neural network
- batch mode
- hardware architectures
- pattern recognition
- dedicated hardware
- preprocessing
- neural network is trained
- signal processing
- single chip
- training algorithm
- prediction model
- recurrent neural networks
- multilayer perceptron
- sparse coding
- radial basis function