Weng-Fai Wong
National University of Singapore
H-index: 38
Asia-Singapore
Top articles of Weng-Fai Wong
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Integrating Deep Learning and Synthetic Biology: A Co-Design Approach for Enhancing Gene Expression via N-terminal Coding Sequences | arXiv preprint arXiv:2402.13297 | Zhanglu Yan Weiran Chu Yuhua Sheng Kaiwen Tang Shida Wang | 2024/2/20 |
Table-Lookup MAC: Scalable Processing of Quantised Neural Networks in FPGA Soft Logic | Daniel Gerlinghoff Benjamin Chen Ming Choong Rick Siow Mong Goh Weng-Fai Wong Tao Luo | 2024/4/1 | |
Towards a Better 16-Bit Number Representation for Training Neural Networks | Himeshi De Silva Hongshi Tan Nhut-Minh Ho John L Gustafson Weng-Fai Wong | 2023/3/1 | |
Simeuro: A Hybrid CPU-GPU Parallel Simulator for Neuromorphic Computing Chips | IEEE Transactions on Parallel and Distributed Systems | Huaipeng Zhang Nhut-Minh Ho Yigit Polat Dogukan Peng Chen Mohamed Wahib | 2023/7/3 |
DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAs | arXiv e-prints | Myat Thu Linn Aung Daniel Gerlinghoff Chuping Qu Liwei Yang Tian Huang | 2023/5 |
Optimizing for In-Memory Deep Learning With Emerging Memory Technology | IEEE Transactions on Neural Networks and Learning Systems | Zhehui Wang Tao Luo Rick Siow Mong Goh Wei Zhang Weng-Fai Wong | 2023/6/27 |
HongTu: Scalable Full-Graph GNN Training on Multiple GPUs | Proceedings of the ACM on Management of Data | Qiange Wang Yao Chen Weng-Fai Wong Bingsheng He | 2023/12/12 |
OpenEmbedding: A Distributed Parameter Server for Deep Learning Recommendation Models using Persistent Memory | Cheng Chen Yilin Wang Jun Yang Yiming Liu Mian Lu | 2023/4/3 | |
Achieving green ai with energy-efficient deep learning using neuromorphic computing | Communications of the ACM | Tao Luo Weng-Fai Wong Rick Siow Mong Goh Anh Tuan Do Zhixian Chen | 2023/6/22 |
Desire backpropagation: A lightweight training algorithm for multi-layer spiking neural networks based on spike-timing-dependent plasticity | Neurocomputing | Daniel Gerlinghoff Tao Luo Rick Siow Mong Goh Weng-Fai Wong | 2023/12/1 |
Bedot: Bit Efficient Dot Product for Deep Generative Models | Nhut-Minh Ho Duy-Thanh Nguyen John L. Gustafson Weng-Fai Wong | 2023/2/27 | |
LightRW: FPGA Accelerated Graph Dynamic Random Walks | Proceedings of the ACM on Management of Data | Hongshi Tan Xinyu Chen Yao Chen Bingsheng He Weng-Fai Wong | 2023/5/30 |
CQ+ Training: Minimizing Accuracy Loss in Conversion From Convolutional Neural Networks to Spiking Neural Networks | IEEE Transactions on Pattern Analysis and Machine Intelligence | Zhanglu Yan Jun Zhou Weng-Fai Wong | 2023/10 |
1.7 pJ/SOP Neuromorphic Processor with Integrated Partial Sum Routers for In-Network Computing | B Wang MM Wong D Li YS Chong J Zhou | 2023/5/21 | |
Efficient hyperdimensional computing | Zhanglu Yan Shida Wang Kaiwen Tang Weng-Fai Wong | 2023/9/17 | |
Low Latency Conversion of Artificial Neural Network Models to Rate-encoded Spiking Neural Networks | arXiv preprint arXiv:2211.08410 | Zhanglu Yan Jun Zhou Weng-Fai Wong | 2022/10/27 |
React: a heterogeneous reconfigurable neural network accelerator with software-configurable nocs for training and inference on wearables | Mohit Upadhyay Rohan Juneja Bo Wang Jun Zhou Weng-Fai Wong | 2022/7/10 | |
Network-on-Chip-Centric Accelerator Architectures for Edge AI Computing | Bo Wang Ke Dong Nurul Akhira Binte Zakaria Mohit Upadhyay Weng-Fai Wong | 2022/10/19 | |
EEG classification with spiking neural network: Smaller, better, more energy efficient | Smart Health | Zhanglu Yan Jun Zhou Weng-Fai Wong | 2022/6/1 |
Corrigendum to “Coreset:: Hierarchical neuromorphic computing supporting large-scale neural networks with improved resource efficiency”[Neurocomputing (2022) 128–140] | Liwei Yang Huaipeng Zhang Tao Luo Chuping Qu Myat Thu Linn Aung | 2022/10/7 |
Co-Authors
