Towards a Uniform Architecture for the Efficient Implementation of 2D and 3D Deconvolutional Neural Networks on FPGAs.
Deguang WangJunzhong ShenMei WenChunyuan ZhangPublished in: CoRR (2019)
Keyphrases
- efficient implementation
- hardware implementation
- neural network
- field programmable gate array
- hardware architecture
- fpga technology
- fpga implementation
- network architecture
- hardware software
- hardware design
- active set
- efficient processing
- multi layer
- genetic algorithm
- associative memory
- highly parallel
- parallel architectures
- pattern recognition
- image processing algorithms
- neural nets
- software architecture
- fuzzy logic
- management system
- learning capabilities
- design methodology
- message passing
- reconfigurable hardware
- general purpose processors