Haowen Fang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 31

Top Topics

Vehicle Trajectory

Biologically Plausible

Top Venues

Publications

Zhenhang Zhang, Jingang Jin, Haowen Fang, Qinru Qiu
SOLSA: Neuromorphic Spatiotemporal Online Learning for Synaptic Adaptation. ASPDAC (2024)
Xi Xie, Hongwu Peng, Amit Hasan, Shaoyi Huang, Jiahui Zhao, Haowen Fang, Wei Zhang, Tong Geng, Omer Khan, Caiwen Ding
Accel-GCN: High-Performance GPU Accelerator Design for Graph Convolution Networks. ICCAD (2023)
Shaoyi Huang, Haowen Fang, Kaleel Mahmood, Bowen Lei, Nuo Xu, Bin Lei, Yue Sun, Dongkuan Xu, Wujie Wen, Caiwen Ding
Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration. CoRR (2023)
Shaoyi Huang, Haowen Fang, Kaleel Mahmood, Bowen Lei, Nuo Xu, Bin Lei, Yue Sun, Dongkuan Xu, Wujie Wen, Caiwen Ding
Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration. DAC (2023)
Zhenhang Zhang, Jingang Jin, Haowen Fang, Qinru Qiu
Neuromorphic Online Learning for Spatiotemporal Patterns with a Forward-only Timeline. CoRR (2023)
Xi Xie, Hongwu Peng, Amit Hasan, Shaoyi Huang, Jiahui Zhao, Haowen Fang, Wei Zhang, Tong Geng, Omer Khan, Caiwen Ding
Accel-GCN: High-Performance GPU Accelerator Design for Graph Convolution Networks. CoRR (2023)
Yilan Li, Haowen Fang, Mingyang Li, Yue Ma, Qinru Qiu
Neural Network Pruning and Fast Training for DRL-based UAV Trajectory Planning. ASP-DAC (2022)
Nuo Xu, Kaleel Mahmood, Haowen Fang, Ethan Rathbun, Caiwen Ding, Wujie Wen
Securing the Spike: On the Transferabilty and Security of Spiking Neural Networks to Adversarial Examples. CoRR (2022)
Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai Helen Li, Qinru Qiu
Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning. CoRR (2021)
Amar Shrestha, Haowen Fang, Daniel Patrick Rider, Zaidao Mei, Qinru Qiu
In-Hardware Learning of Multilayer Spiking Neural Networks on a Neuromorphic Processor. CoRR (2021)
Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai Helen Li, Qinru Qiu
Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning. DAC (2021)
Amar Shrestha, Haowen Fang, Daniel Patrick Rider, Zaidao Mei, Qinru Qiu
In-Hardware Learning of Multilayer Spiking Neural Networks on a Neuromorphic Processor. DAC (2021)
Ziyi Zhao, Haowen Fang, Zhao Jin, Qinru Qiu
GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction. IJCNN (2020)
Haowen Fang, Amar Shrestha, Ziyi Zhao, Qinru Qiu
Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network. CoRR (2020)
Haowen Fang, Amar Shrestha, Qinru Qiu
Multivariate Time Series Classification Using Spiking Neural Networks. IJCNN (2020)
Haowen Fang, Zaidao Mei, Amar Shrestha, Ziyi Zhao, Yilan Li, Qinru Qiu
Encoding, Model, and Architecture: Systematic Optimization for Spiking Neural Network in FPGAs. ICCAD (2020)
Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu
MAGNet: Multi-Region Attention-Assisted Grounding of Natural Language Queries at Phrase Level. ICPR (2020)
Bingbing Li, Santosh Pandey, Haowen Fang, Yanjun Lyv, Ji Li, Jieyang Chen, Mimi Xie, Lipeng Wan, Hang Liu, Caiwen Ding
FTRANS: Energy-Efficient Acceleration of Transformers using FPGA. CoRR (2020)
Haowen Fang, Amar Shrestha, Ziyi Zhao, Qinru Qiu
Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network. IJCAI (2020)
Bingbing Li, Santosh Pandey, Haowen Fang, Yanjun Lyv, Ji Li, Jieyang Chen, Mimi Xie, Lipeng Wan, Hang Liu, Caiwen Ding
FTRANS: energy-efficient acceleration of transformers using FPGA. ISLPED (2020)
Ziyi Zhao, Haowen Fang, Zhao Jin, Qinru Qiu
GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction. CoRR (2020)
Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu
MAGNet: Multi-Region Attention-Assisted Grounding of Natural Language Queries at Phrase Level. CoRR (2020)
Haowen Fang, Amar Shrestha, Qinru Qiu
Multivariate Time Series Classification Using Spiking Neural Networks. CoRR (2020)
Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu
High-Level Plan for Behavioral Robot Navigation with Natural Language Directions and R-NET. CoRR (2020)
Yilan Li, Hongjia Li, Zhe Li, Haowen Fang, Amit K. Sanyal, Yanzhi Wang, Qinru Qiu
Fast and Accurate Trajectory Tracking for Unmanned Aerial Vehicles based on Deep Reinforcement Learning. RTCSA (2019)
Haowen Fang, Amar Shrestha, Ziyi Zhao, Yanzhi Wang, Qinru Qiu
A General Framework to Map Neural Networks onto Neuromorphic Processor. ISQED (2019)
Amar Shrestha, Haowen Fang, Qing Wu, Qinru Qiu
Approximating Back-propagation for a Biologically Plausible Local Learning Rule in Spiking Neural Networks. ICONS (2019)
Ziyi Zhao, Zhao Jin, Chen Luo, Haowen Fang, Franco Basti, Mustafa Cenk Gursoy, Carlos Caicedo, Qinru Qiu
Temporal and Spatial Routing for Large Scale Safe and Connected UAS Traffic Management in Urban Areas. RTCSA (2019)
Haowen Fang, Amar Shrestha, Ziyi Zhao, Yilan Li, Qinru Qiu
An Event-driven Neuromorphic System with Biologically Plausible Temporal Dynamics. ICCAD (2019)
Haowen Fang, Amar Shrestha, De Ma, Qinru Qiu
Scalable NoC-based Neuromorphic Hardware Learning and Inference. IJCNN (2018)
Haowen Fang, Amar Shrestha, De Ma, Qinru Qiu
Scalable NoC-based Neuromorphic Hardware Learning and Inference. CoRR (2018)