MRI-based brain tumor segmentation using FPGA-accelerated neural network.
Siyu XiongGuoqing WuXitian FanXuan FengZhongcheng HuangWei CaoXuegong ZhouShijin DingJinhua YuLingli WangZhifeng ShiPublished in: BMC Bioinform. (2021)
Keyphrases
- brain tumor segmentation
- neural network
- magnetic resonance images
- artificial neural networks
- high speed
- hardware implementation
- magnetic resonance imaging
- neural network is trained
- back propagation
- recurrent neural networks
- neural nets
- fuzzy logic
- medical images
- feed forward
- genetic algorithm
- hardware design
- multilayer perceptron
- neural network model
- radial basis function
- fpga implementation
- single chip
- real time
- computer vision
- medical imaging
- low power
- multi layer
- bp neural network
- network architecture
- medical image analysis
- multi layer perceptron
- associative memory
- learning vector quantization
- real time image processing
- mr images
- low cost
- pattern recognition