| 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 |
| Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs | Nov 30, 2020 | CPUHigh-Level Synthesis | CodeCode Available | 0 |
| FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning | Jul 21, 2020 | Federated LearningHigh-Level Synthesis | —Unverified | 0 |
| ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network | May 14, 2020 | Autonomous VehiclesHigh-Level Synthesis | CodeCode Available | 0 |
| A scalable and efficient convolutional neural network accelerator using HLS for a System on Chip design | Apr 27, 2020 | High-Level Synthesis | CodeCode Available | 1 |
| AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning | Mar 2, 2020 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
