Towards a Uniform Architecture for the Efficient Implementation of 2D and 3D Deconvolutional Neural Networks on FPGAs.
Deguang WangJunzhong ShenMei WenChunyuan ZhangPublished in: ISCAS (2019)
Keyphrases
- efficient implementation
- hardware implementation
- neural network
- field programmable gate array
- fpga implementation
- hardware architecture
- fpga technology
- active set
- hardware design
- hardware software
- network architecture
- reconfigurable hardware
- management system
- software architecture
- multi layer
- efficient processing
- pattern recognition
- highly parallel
- artificial neural networks
- back propagation
- learning capabilities
- design methodology
- least squares
- associative memory
- image processing algorithms
- hardware and software
- real time