A survey of hardware architectures for generative adversarial networks

N Shrivastava, MA Hanif, S Mittal, SR Sarangi… - Journal of Systems …, 2021 - Elsevier
Recent years have witnessed a significant interest in the “generative adversarial
networks”(GANs) due to their ability to generate high-fidelity data. Many models of GANs …

From dnns to gans: Review of efficient hardware architectures for deep learning

G Bhattacharya - arXiv preprint arXiv:2107.00092, 2021 - arxiv.org
In recent times, the trend in very large scale integration (VLSI) industry is multi-dimensional,
for example, reduction of energy consumption, occupancy of less space, precise result, less …

A reconfigurable accelerator for generative adversarial network training based on FPGA

T Yin, W Mao, J Lu, Z Wang - 2021 IEEE Computer Society …, 2021 - ieeexplore.ieee.org
In recent years, generative adversarial networks (GANs) have been widely applied in
various tasks, demonstrating outstanding performance, such as image generation, style …