5 Publications
2024 | Conference Paper | LibreCat-ID: 56481
FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers
C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, H. Giefers, in: 2024.
LibreCat
C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, H. Giefers, in: 2024.
2023 | Book Chapter | LibreCat-ID: 45899 | 
Flexible Industrial Analytics on Reconfigurable Systems-On-Chip
A. Boschmann, L. Clausing, F. Jentzsch, H. Ghasemzadeh Mohammadi, M. Platzner, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 225–236.
LibreCat
| Files available
| DOI
A. Boschmann, L. Clausing, F. Jentzsch, H. Ghasemzadeh Mohammadi, M. Platzner, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 225–236.
2023 | Conference Paper | LibreCat-ID: 53435
Hardware-Aware AutoML for Exploration of Custom FPGA Accelerators for RadioML
F. Jentzsch, in: 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL), IEEE, 2023.
LibreCat
| DOI
F. Jentzsch, in: 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL), IEEE, 2023.
2022 | Journal Article | LibreCat-ID: 33990
RadioML Meets FINN: Enabling Future RF Applications With FPGA Streaming Architectures
F. Jentzsch, Y. Umuroglu, A. Pappalardo, M. Blott, M. Platzner, IEEE Micro 42 (2022) 125–133.
LibreCat
| DOI
| Download (ext.)
F. Jentzsch, Y. Umuroglu, A. Pappalardo, M. Blott, M. Platzner, IEEE Micro 42 (2022) 125–133.
2021 | Conference Paper | LibreCat-ID: 30908
FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics
H. Ghasemzadeh Mohammadi, F. Jentzsch, M. Kuschel, R. Arshad, S. Rautmare, S. Manjunatha, M. Platzner, A. Boschmann, D. Schollbach, in: Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, 2021.
LibreCat
| DOI
H. Ghasemzadeh Mohammadi, F. Jentzsch, M. Kuschel, R. Arshad, S. Rautmare, S. Manjunatha, M. Platzner, A. Boschmann, D. Schollbach, in: Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, 2021.
5 Publications
2024 | Conference Paper | LibreCat-ID: 56481
FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers
C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, H. Giefers, in: 2024.
LibreCat
C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, H. Giefers, in: 2024.
2023 | Book Chapter | LibreCat-ID: 45899 |
Flexible Industrial Analytics on Reconfigurable Systems-On-Chip
A. Boschmann, L. Clausing, F. Jentzsch, H. Ghasemzadeh Mohammadi, M. Platzner, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 225–236.
LibreCat
| Files available
| DOI
A. Boschmann, L. Clausing, F. Jentzsch, H. Ghasemzadeh Mohammadi, M. Platzner, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 225–236.
2023 | Conference Paper | LibreCat-ID: 53435
Hardware-Aware AutoML for Exploration of Custom FPGA Accelerators for RadioML
F. Jentzsch, in: 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL), IEEE, 2023.
LibreCat
| DOI
F. Jentzsch, in: 2023 33rd International Conference on Field-Programmable Logic and Applications (FPL), IEEE, 2023.
2022 | Journal Article | LibreCat-ID: 33990
RadioML Meets FINN: Enabling Future RF Applications With FPGA Streaming Architectures
F. Jentzsch, Y. Umuroglu, A. Pappalardo, M. Blott, M. Platzner, IEEE Micro 42 (2022) 125–133.
LibreCat
| DOI
| Download (ext.)
F. Jentzsch, Y. Umuroglu, A. Pappalardo, M. Blott, M. Platzner, IEEE Micro 42 (2022) 125–133.
2021 | Conference Paper | LibreCat-ID: 30908
FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics
H. Ghasemzadeh Mohammadi, F. Jentzsch, M. Kuschel, R. Arshad, S. Rautmare, S. Manjunatha, M. Platzner, A. Boschmann, D. Schollbach, in: Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, 2021.
LibreCat
| DOI
H. Ghasemzadeh Mohammadi, F. Jentzsch, M. Kuschel, R. Arshad, S. Rautmare, S. Manjunatha, M. Platzner, A. Boschmann, D. Schollbach, in: Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, 2021.