| 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 |
| Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design | Jul 29, 2019 | High-Level Synthesis | —Unverified | 0 |
| Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis | May 6, 2019 | BIG-bench Machine LearningFace Detection | —Unverified | 0 |
| Software-Defined FPGA Accelerator Design for Mobile Deep Learning Applications | Feb 8, 2019 | Deep LearningHigh-Level Synthesis | —Unverified | 0 |
| AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning | Jan 15, 2019 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
| Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs | Nov 21, 2018 | High-Level Synthesis | CodeCode Available | 0 |
| FPGA-Based CNN Inference Accelerator Synthesized from Multi-Threaded C Software | Jul 27, 2018 | High-Level Synthesis | —Unverified | 0 |
| Real-time on-board obstacle avoidance for UAVs based on embedded stereo vision | Jul 17, 2018 | Disparity EstimationHigh-Level Synthesis | —Unverified | 0 |
| LeFlow: Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural Networks | Jul 14, 2018 | BIG-bench Machine LearningHigh-Level Synthesis | CodeCode Available | 1 |
| On the Resilience of RTL NN Accelerators: Fault Characterization and Mitigation | Jun 14, 2018 | High-Level Synthesis | —Unverified | 0 |
| SqueezeJet: High-level Synthesis Accelerator Design for Deep Convolutional Neural Networks | May 6, 2018 | High-Level Synthesisobject-detection | —Unverified | 0 |
| Fast inference of deep neural networks in FPGAs for particle physics | Apr 16, 2018 | BIG-bench Machine LearningHigh-Level Synthesis | CodeCode Available | 2 |
| Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs | Mar 23, 2018 | Face RecognitionGPU | —Unverified | 0 |
| Data-Driven Background Subtraction Algorithm for in-Camera Acceleration in Thermal Imagery | Jul 31, 2016 | High-Level Synthesis | —Unverified | 0 |
| Brain-Inspired Deep Networks for Image Aesthetics Assessment | Jan 16, 2016 | Data AugmentationHigh-Level Synthesis | —Unverified | 0 |
| Automatic Optimization of Hardware Accelerators for Image Processing | Feb 26, 2015 | High-Level Synthesis | —Unverified | 0 |
| Code Generation for High-Level Synthesis of Multiresolution Applications on FPGAs | Aug 20, 2014 | Code GenerationHigh-Level Synthesis | —Unverified | 0 |
