Search Results for author: Zhehui Wang

Found 9 papers, 2 papers with code

Optimizing for In-memory Deep Learning with Emerging Memory Technology

no code implementations1 Dec 2021 Zhehui Wang, Tao Luo, Rick Siow Mong Goh, Wei zhang, Weng-Fai Wong

In-memory deep learning has already demonstrated orders of magnitude higher performance density and energy efficiency.

Efficient Spiking Neural Networks with Radix Encoding

no code implementations14 May 2021 Zhehui Wang, Xiaozhe Gu, Rick Goh, Joey Tianyi Zhou, Tao Luo

Traditionally, a spike train needs around one thousand time steps to approach similar accuracy as its ANN counterpart.

Time-lens Photon Doppler Velocimetry (TL-PDV)

no code implementations6 Jan 2021 Pinghan Chu, Velat Kilic, Mark A. Foster, Zhehui Wang

Use of this effect for PDV can expand the velocity measurement range and allow the use of lower bandwidth electronics.

Optics Nuclear Experiment

EDCompress: Energy-Aware Model Compression for Dataflows

no code implementations8 Jun 2020 Zhehui Wang, Tao Luo, Joey Tianyi Zhou, Rick Siow Mong Goh

EDCompress could also find the optimal dataflow type for specific neural networks in terms of energy consumption, which can guide the deployment of CNN models on hardware systems.

Model Compression

Quantum Image Processing and Its Application to Edge Detection: Theory and Experiment

4 code implementations4 Jan 2018 Xi-Wei Yao, Hengyan Wang, Zeyang Liao, Ming-Cheng Chen, Jian Pan, Jun Li, Kechao Zhang, Xingcheng Lin, Zhehui Wang, Zhihuang Luo, Wenqiang Zheng, Jianzhong Li, Meisheng Zhao, Xinhua Peng, Dieter Suter

Processing of digital images is continuously gaining in volume and relevance, with concomitant demands on data storage, transmission and processing power.

Quantum Physics

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