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Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning


Apr 21, 2021
Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai, Li, Qinru Qiu


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FTRANS: Energy-Efficient Acceleration of Transformers using FPGA


Jul 16, 2020
Bingbing Li, Santosh Pandey, Haowen Fang, Yanjun Lyv, Ji Li, Jieyang Chen, Mimi Xie, Lipeng Wan, Hang Liu, Caiwen Ding

* 7 pages, 7 figures 

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Multivariate Time Series Classification Using Spiking Neural Networks


Jul 07, 2020
Haowen Fang, Amar Shrestha, Qinru Qiu


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MAGNet: Multi-Region Attention-Assisted Grounding of Natural Language Queries at Phrase Level


Jun 06, 2020
Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu

* Submitted to The 2020 European Conference on Computer Vision (ECCV 2020) 

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GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction


Mar 22, 2020
Ziyi Zhao, Haowen Fang, Zhao Jin, Qinru Qiu


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Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network


Feb 19, 2020
Haowen Fang, Amar Shrestha, Ziyi Zhao, Qinru Qiu


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High-Level Plan for Behavioral Robot Navigation with Natural Language Directions and R-NET


Jan 08, 2020
Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu

* 4 pages, 2 figures 

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