A High-Efficiency FPGA-Based Accelerator for Binarized Neural Network.
Peng GuoHong MaRuizhi ChenDonglin WangPublished in: J. Circuits Syst. Comput. (2019)
Keyphrases
- high efficiency
- neural network
- field programmable gate array
- high accuracy
- artificial neural networks
- real and synthetic datasets
- memory space
- rbf network
- hardware implementation
- neural network model
- arbitrary shape
- document images
- back propagation
- genetic algorithm
- parallel implementation
- neural network is trained
- application specific
- embedded systems
- recurrent neural networks
- bounding box
- prediction model
- fuzzy artmap
- multilayer perceptron
- result quality
- hardware design
- image processing
- neural nets
- auto associative
- density based clustering
- input image
- self organizing maps
- radial basis function
- feed forward neural networks
- feed forward
- fuzzy neural network
- network architecture