Hardware Implementation of an Improved Stochastic Computing Based Deep Neural Network Using Short Sequence Length.
Haifei XiongMuhammad Abu BakarGuanghui HePublished in: IEEE Trans. Circuits Syst. (2020)
Keyphrases
- hardware implementation
- neural network
- signal processing
- hardware design
- efficient implementation
- fixed length
- image processing algorithms
- software implementation
- fpga implementation
- jump diffusion process
- artificial neural networks
- dedicated hardware
- hardware architecture
- minimal length
- pipeline architecture
- back propagation
- shift register
- parallel architecture
- field programmable gate array
- hopfield neural network
- neural network model
- high speed
- memory management
- image processing
- lagrange interpolation
- parallel processing
- fpga device
- software engineering
- computer vision
- data mining