Qing Yang

Orcid: 0000-0003-2744-9556

Affiliations:
  • Duke University, Department of Electrical and Computer Engineering, Durham, NC, USA
  • Tsinghua University, Institute of Microelectronics, Beijing, China (until 2015)


According to our database1, Qing Yang authored at least 13 papers between 2014 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks.
ACM Trans. Embed. Comput. Syst., 2022

2021
BitSystolic: A 26.7 TOPS/W 2b~8b NPU With Configurable Data Flows for Edge Devices.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Dynamic Regularization on Activation Sparsity for Neural Network Efficiency Improvement.
ACM J. Emerg. Technol. Comput. Syst., 2021

2020
Algorithm-hardware co-optimization for neural network efficiency improvement.
PhD thesis, 2020

2019
Joint Pruning on Activations and Weights for Efficient Neural Networks.
CoRR, 2019

DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Joint Regularization on Activations and Weights for Efficient Neural Network Pruning.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018
A Quantized Training Method to Enhance Accuracy of ReRAM-based Neuromorphic Systems.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017
A memristor-based neuromorphic engine with a current sensing scheme for artificial neural network applications.
Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016
A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016

2014
An on-chip security guard based on zero-power authentication for implantable medical devices.
Proceedings of the IEEE 57th International Midwest Symposium on Circuits and Systems, 2014


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