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 …

Efficient Convolutional Dataflows on Low-Power Neural Network Accelerators

L Orosa, S Koppula, Y Umuroglu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Dilated and transposed convolutions are widely used in modern convolutional neural
networks (CNNs). These kernels are used extensively during CNN training and inference of …