research
∙
07/23/2023
MARS: Exploiting Multi-Level Parallelism for DNN Workloads on Adaptive Multi-Accelerator Systems
Along with the fast evolution of deep neural networks, the hardware syst...
share
research
∙
05/02/2023
FlowMap: Path Generation for Automated Vehicles in Open Space Using Traffic Flow
There is extensive literature on perceiving road structures by fusing va...
research
∙
10/17/2022
AMF-Placer 2.0: Open Source Timing-driven Analytical Mixed-size Placer for Large-scale Heterogeneous FPGA
On modern field-programmable gate arrays (FPGAs), certain critical path ...
research
∙
06/29/2022
SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences
The attention mechanisms of transformers effectively extract pertinent i...
research
∙
01/25/2022
PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs
Power estimation is the basis of many hardware optimization strategies. ...
research
∙
09/02/2020
HL-Pow: A Learning-Based Power Modeling Framework for High-Level Synthesis
High-level synthesis (HLS) enables designers to customize hardware desig...
research
∙
06/05/2020
FP-Stereo: Hardware-Efficient Stereo Vision for Embedded Applications
Fast and accurate depth estimation, or stereo matching, is essential in ...
research
∙
05/06/2019
