Vu Huy The, PhD Candidate (October 2016 – September 2019)

 

 

 

 

 

Biography

I am currently a Ph.D. student at the University of Aizu, as a member of the Adaptive Systems Laboratory. I graduated from the Hung Yen University of Technology and Education in 2009 and Hanoi University of Science and Technology in 2013 with a B.S and an M.S in Electronics Engineering, respectively. My current research interests are in the field of adaptive deep neuro-inspired computing systems for pattern recognition and Network-on-Chip.

Publications

  • Vu Huy The, ”Algorithms and Architectures for Spiking Neuromorphic Systems (スパイキングニューロモルフィックシステムのためのアルゴリズム及びアーキテクチャ)”,  Ph.D. Thesis, Graduate School of Computer Science and Engineering, The University of Aizu, September 2019. [Thesis.pdf]
  • The H. Vu, Yuichi Okuyama, and Abderazek Ben Abdallah, “Comprehensive Analytical Model and K-means based Multicast Routing Algorithm and Architecture for 3D-NoC of Spiking Neurons”, ACM Journal on Emerging Technologies in Computing Systems, Special Issue on Hardware and Algorithms for Learning On-a-chip for Energy-Constrained On-Chip Machine Learning, 2019 (to appear).
  • The H. Vu, Ogbodo Mark Ikechukwu, and Abderazek Ben Abdallah, “Fault-tolerant Spike Routing Algorithm and Architecture for Three Dimensional NoC-Based Neuromorphic Systems’”, IEEE Access, vol. 7, pp. 90436-90452, 2019.
  • The H. Vu, Yuichi Okuyama, and Abderazek Ben Abdallah, “Analytical performance assessment and high-throughput low-latency spike routing algorithm for spiking neural network systems”, The Journal of Supercomputing, 2019, pp 1-31, doi:10.1007/s11227-019-02792-y.
  • The H. Vu, Abderazek Ben Abdallah, “Low-Latency K-Means Based Multicast Routing Algorithm and Architecture for Three Dimensional Spiking Neuromorphic Chips”, Big Data and Smart Computing (BigComp) 2019 IEEE International Conference on, pp. 1-8, Kyoto, Fab. 2019, (Best Paper Award Runner-Up).
  • The H. Vu, Yuji Murakami, and Abderazek Ben Abdallah, “Graceful Fault-tolerant On-chip Spike Routing Algorithm for Mesh-based Spiking Neural Networks,” in Proceedings of the International Conference on Intelligent Autonomous Systems (ICoIAS’2019), Singapore, Feb. 2019.

  • The H. Vu and Abderazek Ben Abdallah, “A Low-latency Tree-based Multicast Spike Routing for Scalable Multicore Neuromorphic Chips”, ACM – 5th International Conference of Computing for Engineering and Sciences,  Hammamet, Tunisia, July 2019 (to appear).
  • The H. Vu, Ryunosuke Murakami, Yuichi Okuyama, Abderazek Ben Abdallah, ”Efficient Optimization and Hardware Acceleration of CNNs towards the Design of a Scalable Neuro-inspired Architecture in Hardware”, IEEE International Conference on Big Data and Smart Computing (BigComp), Shanghai, China, January 15-18, 2018. [paper.pdf]

Research 

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