Justin Knapheide

Orcid: 0000-0003-3931-4288

According to our database1, Justin Knapheide authored at least 7 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
An Approach Towards Distributed DNN Training on FPGA Clusters.
Proceedings of the Architecture of Computing Systems - 37th International Conference, 2024

2023
A High-Throughput, Resource-Efficient Implementation of the RoCEv2 Remote DMA Protocol and its Application.
ACM Trans. Reconfigurable Technol. Syst., March, 2023

Challenges Using FPGA Clusters for Distributed CNN Training.
Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

Demonstrating NADA: A Workflow for Distributed CNN Training on FPGA Clusters.
Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

2022
A YOLO v3-tiny FPGA Architecture using a Reconfigurable Hardware Accelerator for Real-time Region of Interest Detection.
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

2021
Demonstration of a Distributed Accelerator Framework for Energy-efficient ML Processing.
Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

2020
A High Throughput MobileNetV2 FPGA Implementation Based on a Flexible Architecture for Depthwise Separable Convolution.
Proceedings of the 30th International Conference on Field-Programmable Logic and Applications, 2020


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