MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks.
Muhammad Abdullah HanifRachmad Vidya Wicaksana PutraMuhammad TanvirRehan HafizSemeen RehmanMuhammad ShafiquePublished in: CoRR (2018)
Keyphrases
- massively parallel
- parallel computing
- convolutional neural networks
- fine grained
- message passing interface
- field programmable gate array
- high performance computing
- neural network
- network architecture
- parallel architectures
- optimization problems
- mesh connected
- parallel execution
- convolutional network
- parallel machines
- parallel computers
- parallel programming
- data flow
- multistage
- shared memory
- blue gene
- floating point unit
- multiscale