Justin Knapheide

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

An Approach Towards Distributed DNN Training on FPGA Clusters.

Philipp Kreowsky, Justin Knapheide, Benno Stabernack

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.

Niklas Schelten, Fritjof Steinert, Justin Knapheide, Anton Schulte, Benno Stabernack

ACM Trans. Reconfigurable Technol. Syst., March, 2023

Challenges Using FPGA Clusters for Distributed CNN Training.

Philipp Kreowsky, Justin Knapheide, Benno Stabernack

Proceedings of the 33rd International Conference on Field-Programmable Logic and Applications, 2023

Demonstrating NADA: A Workflow for Distributed CNN Training on FPGA Clusters.

Justin Knapheide, Philipp Kreowsky, Benno Stabernack

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.

Viktor Herrmann, Justin Knapheide, Fritjof Steinert, Benno Stabernack

Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

2021

Demonstration of a Distributed Accelerator Framework for Energy-efficient ML Processing.

Fritjof Steinert, Justin Knapheide, Benno Stabernack

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.

Justin Knapheide, Benno Stabernack, Maximilian Kuhnke

Proceedings of the 30th International Conference on Field-Programmable Logic and Applications, 2020