Algorithm and Hardware Co-design for Reconfigurable CNN Accelerator

no code implementations • 24 Nov 2021 • Hongxiang Fan, Martin Ferianc, Zhiqiang Que, He Li, Shuanglong Liu, Xinyu Niu, Wayne Luk

Recent advances in algorithm-hardware co-design for deep neural networks (DNNs) have demonstrated their potential in automatically designing neural architectures and hardware designs.

Optimizing CNN-based Hyperspectral ImageClassification on FPGAs

1 code implementation • 27 Jun 2019 • Shuanglong Liu, Ringo S. W. Chu, Xiwei Wang, Wayne Luk

Hyperspectral image (HSI) classification has been widely adopted in applications involving remote sensing imagery analysis which require high classification accuracy and real-time processing speed.

Classification General Classification +1