Publications

BenDan: Benchmarking DPU performance on FPGAs

Han Bao, Xingyu Liu, Xiaoke Wang, Ahmed Sadaqa, Yanxiang Zhu, Shidi Tang, Ruiqi Chen, Ming Ling, Bruno da Silva

FANE: FPGA-Based FP8 Approximate Neural Network Engine

Han Bao, Shidi Tang, Jingdong Li, Ahmed Sadaqa, Ruiqi Chen, Ming Ling, Bruno da Silva

Challenges of pulse oximetry in Ethiopian healthcare

Workineh Tesema, Worku Jimma, Johan Stiens, Bruno da Silva

TrackGNN: A Highly Parallelized and Self-Adaptive GNN Accelerator for Track Reconstruction on FPGAs

Shuyang Li, Hanqing Zhang, Ruiqi Chen, Bruno da Silva, Giorgian Borca-Tasciuc, Dantong Yu, Cong Callie Hao

FP8ApproxLib: An FPGA-based approximate multiplier library for 8-bit floating point

Ruiqi Chen, Yangxintong Lyu, Han Bao, Shidi Tang, Jindong Li, Yanxiang Zhu, Ming Ling, Bruno da Silva

Equicore: Accelerating Clebsch-Gordan Tensor Product of Equivariant Neural Networks on FPGA

Shidi Tang, Chuanzhao Zhang, Ruiqi Chen, Yuxuan Lv, Bruno da Silva, Ming Ling

Exploiting Low-Power Techniques of a Flash-Based SoC FPGA for Energy-Efficient Edge Processing

Muhammad Iqbal Khan, Nicolas Roberto Becerra Machado, Abdessamad Nassihi, Ahmed Sadaqa, Bruno da Silva

Diff-DiT: Temporal Differential Accelerator for Low-bit Diffusion Transformers on FPGA

Shidi Tang, Pengwei Zheng, Ruiqi Chen, Yuxuan Lv, Bruno da Silva, Ming Ling

FASE: An FPGA-Based Accelerator for Lightweight Sample Entropy With Monte Carlo Sampling

Jiayu Liu, Yuanhang Li, Zhengyang Huang, Chao Chen, Ruiqi Chen, Bruno da Silva

FPGA-based Approximate Multiplier for FP8

Ruiqi Chen, Yangxintong Lyu, Han Bao, Jiayu Liu, Yanxiang Zhu, Shidi Tang, Ming Ling, Bruno da Silva

ATE-GCN: An FPGA-Based Graph Convolutional Network Accelerator with Asymmetrical Ternary Quantization

Ruiqi Chen, Jiayu Liu, Shidi Tang, Yang Liu, Yanxiang Zhu, Ming Ling, Bruno da Silva

FPGA-Based Sparse Matrix Multiplication Accelerators: From State-of-the-Art to Future Opportunities

Yajing Liu, Ruiqi Chen, Shuyang Li, Jing Yang, Shun Li, Bruno da Silva

A taxonomy of low-power techniques in wearable medical devices for healthcare applications

Workineh Tesema, Worku Jimma, Muhammad Iqbal Khan, Johan Stiens, Bruno da Silva

Acceleration of fast sample entropy for FPGAs

Chao Chen, Chengyu Liu, Jianqing Li, Bruno da Silva

AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection

Chao Chen, Bruno da Silva, Chenxi Yang, Caiyun Ma, Jianqing Li, Chengyu Liu

Acceleration of Bucket-Assisted Fast Sample Entropy for Biomedical Signal Analysis

Chao Chen, Chengyu Liu, Jianqing Li, Bruno da Silva

Acceleration of Fast Sample Entropy Towards Biomedical Applications on FPGAs

Chao Chen, Bruno da Silva, Jianqing Li, Chengyu Liu

Evaluation of fast sample entropy algorithms on FPGAs: From performance to energy efficiency

Chao Chen, Bruno da Silva, Ruiqi Chen, Shun Li, Jianqing Li, Chengyu Liu