| HLSDataset: Open-Source Dataset for ML-Assisted FPGA Design using High Level Synthesis | Feb 17, 2023 | High-Level Synthesis | CodeCode Available | 0 |
| Firmware implementation of a recurrent neural network for the computation of the energy deposited in the liquid argon calorimeter of the ATLAS experiment | Feb 15, 2023 | High-Level Synthesis | —Unverified | 0 |
| OpenHLS: High-Level Synthesis for Low-Latency Deep Neural Networks for Experimental Science | Feb 13, 2023 | High-Level SynthesisLow-latency processing | —Unverified | 0 |
| Sensor Signal Processing using High-Level Synthesis and Internet of Things with a Layered Architecture | Jan 3, 2023 | High-Level SynthesisManagement | —Unverified | 0 |
| Gradient Backpropagation based Feature Attribution to Enable Explainable-AI on the Edge | Oct 19, 2022 | Explainable Artificial Intelligence (XAI)High-Level Synthesis | —Unverified | 0 |
| LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics | Sep 28, 2022 | GPUGraph Neural Network | CodeCode Available | 1 |
| FFCNN: Fast FPGA based Acceleration for Convolution neural network inference | Aug 28, 2022 | High-Level Synthesis | —Unverified | 0 |
| High-level synthesis design of scalable ultrafast ultrasound beamformer with single FPGA | Aug 6, 2022 | High-Level Synthesis | —Unverified | 0 |
| Efficient Compilation and Mapping of Fixed Function Combinational Logic onto Digital Signal Processors Targeting Neural Network Inference and Utilizing High-level Synthesis | Jul 30, 2022 | High-Level Synthesis | —Unverified | 0 |
| Chimera: A Hybrid Machine Learning Driven Multi-Objective Design Space Exploration Tool for FPGA High-Level Synthesis | Jul 3, 2022 | Active LearningDescriptive | —Unverified | 0 |
| A Compilation Flow for the Generation of CNN Inference Accelerators on FPGAs | Mar 8, 2022 | CPUHigh-Level Synthesis | —Unverified | 0 |
| Towards Enabling Dynamic Convolution Neural Network Inference for Edge Intelligence | Feb 18, 2022 | High-Level Synthesis | —Unverified | 0 |
| PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs | Jan 25, 2022 | graph constructionGraph Learning | CodeCode Available | 1 |
| GenGNN: A Generic FPGA Framework for Graph Neural Network Acceleration | Jan 20, 2022 | CPUDrug Discovery | CodeCode Available | 1 |
| High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing | Jan 18, 2022 | BenchmarkingFeature Engineering | —Unverified | 0 |
| Hardware-Efficient Deconvolution-Based GAN for Edge Computing | Jan 18, 2022 | Edge-computingHigh-Level Synthesis | CodeCode Available | 0 |
| VAQF: Fully Automatic Software-Hardware Co-Design Framework for Low-Bit Vision Transformer | Jan 17, 2022 | High-Level SynthesisQuantization | —Unverified | 0 |
| A Graph Deep Learning Framework for High-Level Synthesis Design Space Exploration | Nov 29, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| Enabling Automated FPGA Accelerator Optimization Using Graph Neural Networks | Nov 17, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| A system on chip for melanoma detection using FPGA-based SVM classifier | Sep 30, 2021 | ClassificationHigh-Level Synthesis | —Unverified | 0 |
| Accelerating Markov Random Field Inference with Uncertainty Quantification | Aug 2, 2021 | GPUHigh-Level Synthesis | —Unverified | 0 |
| Accelerating Recurrent Neural Networks for Gravitational Wave Experiments | Jun 26, 2021 | High-Level SynthesisTime Series | CodeCode Available | 1 |
| A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC | May 4, 2021 | Data CompressionHigh-Level Synthesis | —Unverified | 0 |
| IronMan: GNN-assisted Design Space Exploration in High-Level Synthesis via Reinforcement Learning | Feb 16, 2021 | Graph Neural NetworkHigh-Level Synthesis | —Unverified | 0 |
| Embeddings in Natural Language Processing | Dec 1, 2020 | High-Level SynthesisWord Embeddings | —Unverified | 0 |
