T
Thu Quyen Nguyen
Researcher at Hanoi University of Science and Technology
Publications - 2
Citations - 10
Thu Quyen Nguyen is an academic researcher from Hanoi University of Science and Technology. The author has contributed to research in topics: Spiking neural network & Convolutional neural network. The author has co-authored 2 publications.
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Proceedings ArticleDOI
A review of SNN implementation on FPGA
Quoc Trung Pham,Thu Quyen Nguyen,Phuong Chi Hoang,Quang Hieu Dang,Duc Minh Nguyen,Huy Nguyen +5 more
TL;DR: A survey of FGPA-based SNN implementations focused on some aspects such as neuron models, network architecture, training algorithms and applications can be found in this paper, which provides the reader with a compact and informative insight into recent efforts in this domain.
Proceedings ArticleDOI
An improved spiking network conversion for image classification
Thu Quyen Nguyen,Quoc Trung Pham,Phuong Chi Hoang,Quang Hieu Dang,Duc Minh Nguyen,Huy Nguyen +5 more
TL;DR: In this article, an indirect training approach is proposed to avoid the difficulty of the SNN direct training, and a proposed CNN model is firstly trained with the RMSprop algorithm then the optimised weights and bias are mapped to the Spiking Neural Network model converted from the proposed CNN.