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In-Hardware Learning of Multilayer Spiking Neural Networks on a Neuromorphic Processor



Amar Shrestha , Haowen Fang , Daniel Patrick Rider , Zaidao Mei , Qinru Qiu

* 6 pages, 5 figures, accepted for Design Automation Conference (DAC) 2021 

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Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning



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


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FTRANS: Energy-Efficient Acceleration of Transformers using FPGA



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



Haowen Fang , Amar Shrestha , Qinru Qiu


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



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



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



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



Amar Shrestha , Krittaphat Pugdeethosapol , Haowen Fang , Qinru Qiu

* 4 pages, 2 figures 

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