Artificial neural network acceleration on FPGA using custom instruction.
Patrick SantosDavid Ouellet-PoulinDaniel ShapiroMiodrag BolicPublished in: CCECE (2011)
Keyphrases
- artificial neural networks
- domain specific
- neural network
- back propagation
- field programmable gate array
- considerable increase
- hardware implementation
- multimedia
- high speed
- real time
- genetic algorithm ga
- hardware design
- real time image processing
- low cost
- signal processing
- genetic algorithm
- neural network model
- recurrent neural networks
- hardware architecture
- verilog hdl
- computer software
- ann models
- hardware architectures
- learning disabled students
- computer technology
- feed forward
- computer assisted instruction
- single chip
- multi layer perceptron
- instructional design
- instruction set
- input variables
- fpga implementation
- backpropagation neural network
- low power consumption
- dedicated hardware
- systolic array
- data acquisition
- general purpose
- image processing