468 citations · 477 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 8 cited
SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures
Hsin-Pai Cheng, Tunhou Zhang, Yukun Yang +5
Designing neural architectures for edge devices is subject to constraints of accuracy, inference latency, and computational cost. Traditionally, researchers manually craft deep neu…
cs.NE2017★ 1 cited
Classification Accuracy Improvement for Neuromorphic Computing Systems with One-level Precision Synapses
Yandan Wang, Wei Wen, Linghao Song +1
Brain inspired neuromorphic computing has demonstrated remarkable advantages over traditional von Neumann architecture for its high energy efficiency and parallel data processing.…
cs.NE2016★ 468 cited
Learning Structured Sparsity in Deep Neural Networks
Wei Wen, Chunpeng Wu, Yandan Wang +2
High demand for computation resources severely hinders deployment of large-scale Deep Neural Networks (DNN) in resource constrained devices. In this work, we propose a Structured S…