14 citations · 16 across the 4 of their papers we have counts for
4 papers
Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision
Xiangzhong Luo, Di Liu, Hao Kong +4
Deep neural networks (DNNs) have recently achieved impressive success across a wide range of real-world vision and language processing tasks, spanning from image classification to…
You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms
Xiangzhong Luo, Di Liu, Hao Kong +3
Benefiting from the search efficiency, differentiable neural architecture search (NAS) has evolved as the most dominant alternative to automatically design competitive deep neural…
FAT: An In-Memory Accelerator with Fast Addition for Ternary Weight Neural Networks
Shien Zhu, Luan H. K. Duong, Hui Chen +2
Convolutional Neural Networks (CNNs) demonstrate excellent performance in various applications but have high computational complexity. Quantization is applied to reduce the latency…
ArSMART: An Improved SMART NoC Design Supporting Arbitrary-Turn Transmission
Hui Chen, Peng Chen, Jun Zhou +2
SMART NoC, which transmits unconflicted flits to distant processing elements (PEs) in one cycle through the express bypass, is a high-performance NoC design proposed recently. Howe…