CNNParted: An open source framework for efficient Convolutional Neural Network inference partitioning in embedded systems
Kreß, Fabian, Sidorenko, Vladimir, Schmidt, Patrick, Hoefer, Julian, Hotfilter, Tim, Walter, Iris, Harbaum, Tanja, Becker, Jürgen
Published in Computer networks (Amsterdam, Netherlands : 1999) (01.06.2023)
Published in Computer networks (Amsterdam, Netherlands : 1999) (01.06.2023)
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Journal Article
A Challenge-Based Blended Learning Approach for an Introductory Digital Circuits and Systems Course
Hoefer, Julian, Gaus, Michael, Adams, Manuela, Kres, Fabian, Kempf, Fabian, Karle, Christian, Harbaum, Tanja, Barth, Andreas, Becker, Juergen
Published in 2024 IEEE International Symposium on Circuits and Systems (ISCAS) (19.05.2024)
Published in 2024 IEEE International Symposium on Circuits and Systems (ISCAS) (19.05.2024)
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Conference Proceeding
Towards Reconfigurable Accelerators in HPC: Designing a Multipurpose eFPGA Tile for Heterogeneous SoCs
Hotfilter, Tim, Kress, Fabian, Kempf, Fabian, Becker, Jurgen, De Haro, Juan Miguel, Jimenez-Gonzalez, Daniel, Moreto, Miquel, Alvarez, Carlos, Labarta, Jesus, Baili, Imen
Published in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) (14.03.2022)
Published in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) (14.03.2022)
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Conference Proceeding
Automated Deep Neural Network Inference Partitioning for Distributed Embedded Systems
Kreß, Fabian, Annabi, El Mahdi El, Hotfilter, Tim, Hoefer, Julian, Harbaum, Tanja, Becker, Juergen
Year of Publication 28.06.2024
Year of Publication 28.06.2024
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Journal Article
Automated Replacement of State-Holding Flip-Flops to Enable Non-Volatile Checkpointing
Kres, Fabian, Pfau, Johannes, Kempf, Fabian, Schmidt, Patrick, He, Zhuofan, Harbaum, Tanja, Becker, Jurgen
Published in 2023 IEEE Nordic Circuits and Systems Conference (NorCAS) (31.10.2023)
Published in 2023 IEEE Nordic Circuits and Systems Conference (NorCAS) (31.10.2023)
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Conference Proceeding
Leveraging Mixed-Precision CNN Inference for Increased Robustness and Energy Efficiency
Hotfilter, Tim, Hoefer, Julian, Merz, Philipp, Kres, Fabian, Kempf, Fabian, Harbaum, Tanja, Becker, Jurgen
Published in 2023 IEEE 36th International System-on-Chip Conference (SOCC) (05.09.2023)
Published in 2023 IEEE 36th International System-on-Chip Conference (SOCC) (05.09.2023)
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Conference Proceeding
Runtime Adaptive Cache Checkpointing for RISC Multi-Core Processors
Kempf, Fabian, Hoefer, Julian, Kres, Fabian, Hotfilter, Tim, Harbaum, Tanja, Becker, Juergen
Published in 2022 IEEE 35th International System-on-Chip Conference (SOCC) (05.09.2022)
Published in 2022 IEEE 35th International System-on-Chip Conference (SOCC) (05.09.2022)
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Conference Proceeding
FLECSim-SoC: A Flexible End-to-End Co-Design Simulation Framework for System on Chips
Hotfilter, Tim, Hoefer, Julian, Kres, Fabian, Kempf, Fabian, Becker, Juergen
Published in 2021 IEEE 34th International System-on-Chip Conference (SOCC) (14.09.2021)
Published in 2021 IEEE 34th International System-on-Chip Conference (SOCC) (14.09.2021)
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Conference Proceeding
Data Movement Reduction for DNN Accelerators: Enabling Dynamic Quantization Through an eFPGA
Hotfilter, Tim, KreB, Fabian, Kempf, Fabian, Becker, Jurgen, Baili, Imen
Published in 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2022)
Published in 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2022)
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Conference Proceeding
Hardware-aware Partitioning of Convolutional Neural Network Inference for Embedded AI Applications
Kres, Fabian, Hoefer, Julian, Hotfilter, Tim, Walter, Iris, Sidorenko, Vladimir, Harbaum, Tanja, Becker, Jurgen
Published in 2022 18th International Conference on Distributed Computing in Sensor Systems (DCOSS) (01.05.2022)
Published in 2022 18th International Conference on Distributed Computing in Sensor Systems (DCOSS) (01.05.2022)
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Conference Proceeding
Towards the on-device Handwriting Trajectory Reconstruction of the Sensor Enhanced Pen
Serdyuk, Alexey, Kreb, Fabian, Hiegle, Micha, Harbaum, Tanja, Becker, Jurgen, Imbert, Florent, Soullard, Yann, Tavenard, Romain, Anquetil, Eric, Barth, Jens, Kampf, Peter
Published in 2023 IEEE 9th World Forum on Internet of Things (WF-IoT) (12.10.2023)
Published in 2023 IEEE 9th World Forum on Internet of Things (WF-IoT) (12.10.2023)
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Conference Proceeding
Hardware-aware Workload Distribution for AI-based Online Handwriting Recognition in a Sensor Pen
KreB, Fabian, Serdyuk, Alexey, Hotfilter, Tim, Hoefer, Julian, Harbaum, Tanja, Becker, Jurgen, Hamann, Tim
Published in 2022 11th Mediterranean Conference on Embedded Computing (MECO) (07.06.2022)
Published in 2022 11th Mediterranean Conference on Embedded Computing (MECO) (07.06.2022)
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Conference Proceeding
ATLAS: An Approximate Time-Series LSTM Accelerator for Low-Power IoT Applications
KreB, Fabian, Serdyuk, Alexey, Hiegle, Micha, Waldmann, Disnebio, Hotfilter, Tim, Hoefer, Julian, Hamann, Tim, Barth, Jens, Kampf, Peter, Harbaum, Tanja, Becker, Jurgen
Published in 2023 26th Euromicro Conference on Digital System Design (DSD) (06.09.2023)
Published in 2023 26th Euromicro Conference on Digital System Design (DSD) (06.09.2023)
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Conference Proceeding
In-NoC Circuits for Low-Latency Cache Coherence in Distributed Shared-Memory Architectures
Masing, Leonard, Srivatsa, Akshay, Kress, Fabian, Anantharajaiah, Nidhi, Herkersdorf, Andreas, Becker, Jurgen
Published in 2018 IEEE 12th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) (01.09.2018)
Published in 2018 IEEE 12th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC) (01.09.2018)
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Conference Proceeding