1 citations · 2 across the 7 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.CV2021
CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications
Tse-Wei Chen, Deyu Wang, Wei Tao +5
The field of view (FOV) of convolutional neural networks is highly related to the accuracy of inference. Dilated convolutions are known as an effective solution to the problems whi…
cs.CV2021
Hardware Architecture of Embedded Inference Accelerator and Analysis of Algorithms for Depthwise and Large-Kernel Convolutions
Tse-Wei Chen, Wei Tao, Deyu Wang +3
In order to handle modern convolutional neural networks (CNNs) efficiently, a hardware architecture of CNN inference accelerator is proposed to handle depthwise convolutions and re…
cs.CV2021
Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps
Tse-Wei Chen, Motoki Yoshinaga, Hongxing Gao +5
"Lightweight convolutional neural networks" is an important research topic in the field of embedded vision. To implement image recognition tasks on a resource-limited hardware plat…