Tao Luo 0014 - researchr alias

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Viewing Publication 1 - 19 from 19

2024

Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight SharingYu Xue 0003, Weinan Tong, Ferrante Neri, Peng Chen 0035, Tao Luo 0014, Liangli Zhen, Xiao Wang 0004. tec, 28(3):653-667, June 2024. [doi]

Table-Lookup MAC: Scalable Processing of Quantised Neural Networks in FPGA Soft LogicDaniel Gerlinghoff, Benjamin Chen Ming Choong, Rick Siow Mong Goh, Weng-Fai Wong, Tao Luo 0014. fpga 2024: 235-245 [doi]

RCT: Resource Constrained Training for Edge AITian Huang, Tao Luo 0014, Ming Yan, Joey Tianyi Zhou, Rick Siow Mong Goh. tnn, 35(2):2575-2587, February 2024. [doi]

MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image AnalysisYan Wang, Liangli Zhen, Jianwei Zhang, Miqing Li, Lei Zhang 0005, Zizhou Wang, Yangqin Feng, Yu Xue 0003, Xiao Wang 0004, Zheng Chen 0012, Tao Luo 0014, Rich Siow Mong Goh, Yong Liu 0026. tec, 28(3):668-681, June 2024. [doi]

Efficient Spiking Neural Networks With Radix EncodingZhehui Wang, Xiaozhe Gu, Rick Siow Mong Goh, Joey Tianyi Zhou, Tao Luo 0014. tnn, 35(3):3689-3701, March 2024. [doi]

EDCompress: Energy-Aware Model Compression for DataflowsZhehui Wang, Tao Luo 0014, Rick Siow Mong Goh, Joey Tianyi Zhou. tnn, 35(1):208-220, January 2024. [doi]

2023

Achieving Green AI with Energy-Efficient Deep Learning Using Neuromorphic ComputingTao Luo 0014, Weng-Fai Wong, Rick Siow Mong Goh, Anh-Tuan Do, Zhixian Chen, Haizhou Li, Wenyu Jiang, Weiyun Yau. CACM, 66(7):52-57, July 2023. [doi]

DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAsMyat Thu Linn Aung, Daniel Gerlinghoff, Chuping Qu, Liwei Yang, Tian Huang, Rick Siow Mong Goh, Tao Luo 0014, Weng-Fai Wong. TC, 72(10):2847-2857, October 2023. [doi]

Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory AccessesCheng Chu, Cheng Liu 0008, Dawen Xu 0002, Ying Wang 0001, Tao Luo 0014, Huawei Li 0001, Xiaowei Li 0001. todaes, 28(4), July 2023. [doi]

Desire backpropagation: A lightweight training algorithm for multi-layer spiking neural networks based on spike-timing-dependent plasticityDaniel Gerlinghoff, Tao Luo 0014, Rick Siow Mong Goh, Weng-Fai Wong. ijon, 560:126773, December 2023. [doi]

When quantum annealing meets multitasking: Potentials, challenges and opportunitiesTian Huang, Yongxin Zhu 0001, Rick Siow Mong Goh, Tao Luo 0014. array, 17:100282, March 2023. [doi]

Benchmarking Quantum(-Inspired) Annealing Hardware on Practical Use CasesTian Huang, Jun Xu, Tao Luo 0014, Xiaozhe Gu, Rick Siow Mong Goh, Weng-Fai Wong. TC, 72(6):1692-1705, June 2023. [doi]

Statistical Modeling of Soft Error Influence on Neural NetworksHaitong Huang, Xinghua Xue, Cheng Liu 0008, Ying Wang 0001, Tao Luo 0014, Long Cheng 0003, Huawei Li 0001, Xiaowei Li 0001. tcad, 42(11):4152-4163, November 2023. [doi]

MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-Linear FunctionsNeo Wei Ming, Zhehui Wang, Cheng Liu 0008, Rick Siow Mong Goh, Tao Luo 0014. iclr 2023: [doi]

Soft Error Reliability Analysis of Vision TransformersXinghua Xue, Cheng Liu 0008, Ying Wang 0001, Bing Yang, Tao Luo 0014, Lei Zhang 0008, Huawei Li 0001, Xiaowei Li 0001. tvlsi, 31(12):2126-2136, December 2023. [doi]

Exploring Winograd Convolution for Cost-Effective Neural Network Fault ToleranceXinghua Xue, Cheng Liu 0008, Bo Liu 0018, Haitong Huang, Ying Wang 0001, Tao Luo 0014, Lei Zhang, Huawei Li 0001, Xiaowei Li 0001. tvlsi, 31(11):1763-1773, November 2023. [doi]

Simeuro: A Hybrid CPU-GPU Parallel Simulator for Neuromorphic Computing ChipsHuaipeng Zhang, Nhut-Minh Ho, Dogukan Yigit Polat, Peng Chen, Mohamed Wahib, Truong Thao Nguyen, Jintao Meng, Rick Siow Mong Goh, Satoshi Matsuoka, Tao Luo 0014, Weng-Fai Wong. tpds, 34(10):2767-2782, October 2023. [doi]

2022

Temperature Annealing Knowledge Distillation from Averaged TeacherXiaozhe Gu, Zixun Zhang, Tao Luo 0014. icdcs 2022: 133-138 [doi]

2018

Racetrack memory based logic design for in-memory computingTao Luo 0014. PhD thesis, Nanyang Technological University, Singapore, 2018. [doi]

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