FTConv: FPGA Acceleration for Transposed Convolution Layers in Deep Neural Networks.
Zhucheng TangGuojie LuoMing JiangPublished in: FPGA (2019)
Keyphrases
- neural network
- multi layer
- multiple layers
- single layer
- artificial neural networks
- high speed
- pattern recognition
- fuzzy logic
- self organizing maps
- neural nets
- neural network model
- low cost
- genetic algorithm
- activation function
- feed forward neural networks
- fuzzy systems
- multilayer perceptron
- hardware implementation
- back propagation
- signal processing
- image processing
- field programmable gate array
- real time
- feed forward
- hidden layer
- single chip
- image sequences
- fpga implementation
- deep belief networks
- systolic array
- fpga technology