Comprehensive Evaluation of OpenCL-based Convolutional Neural Network Accelerators in Xilinx and Altera FPGAs.
Ricardo TapiadorAntonio Rios-NavarroAlejandro Linares-BarrancoMinkyu KimDeepak KadetotadJae-sun SeoPublished in: CoRR (2016)
Keyphrases
- comprehensive evaluation
- field programmable gate array
- convolutional neural network
- hardware implementation
- programmable logic
- parallel computing
- embedded systems
- face detection
- transactional memory
- image processing algorithms
- hardware architecture
- fpga implementation
- computing systems
- hardware design
- systematic evaluation
- parallel programming
- graphics processing units
- fpga device
- software implementation
- fpga technology
- parallel architectures
- neural network
- pipelined architecture
- shared memory
- high end
- hardware software
- massively parallel
- hardware description language
- signal processing
- image processing
- parallel algorithm
- general purpose
- experimental evaluation