Alexey Serdyuk

According to our database, Alexey Serdyuk authored at least 10 papers between 2022 and 2026.

Collaborative distances:

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

2026

Multi-Partner Project: CeCaS Accelerator Design for Efficient Supercomputing in Automotive Systems.

Annina Gutermann, Alexey Serdyuk, Fabian Lesniak, Julian Höfer, Hella Toto-Kiesa, Tanja Harbaum, Jürgen Becker, Brian Pachideh, Sven Nitzsche, Moritz Neher, Carmen Weigelt, Jann Krausse, Victor Pazmino Betancourt, Klaus Knobloch, Lukas Groth, Andrija Neskovic, Saleh Mulhem, Mladen Berekovic

Proceedings of the Design, Automation & Test in Europe Conference, 2026

2025

Hardware-Accelerated On-Device Learning: Training, Partitioning, and Compilation for Constrained Edge AI.

Iuliia Topko, Alexey Serdyuk, Tanja Harbaum, Jürgen Becker

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2025

DSEParted: Co-Optimization of Embedded NPU Architectures and Neural Network Partitioning.

Patrick Schmidt, Fabian Kreß, Alexey Serdyuk, Matthias Stammler, Tanja Harbaum, Jürgen Becker

Proceedings of the 28th Euromicro Conference on Digital System Design, 2025

2024

LOTTA: An FPGA-based Low-Power Temporal Convolutional Network Hardware Accelerator.

Fabian Kreß, Alexey Serdyuk, Denis Kobsar, Tim Hotfilter, Julian Höfer, Tanja Harbaum, Jürgen Becker

Proceedings of the 37th IEEE International System-on-Chip Conference, 2024

Improving Online Handwriting Trajectory Reconstruction Based on Temporal Convolutional Networks.

Alexey Serdyuk, Fabian Kreß, Iuliia Topko, Tanja Harbaum, Jürgen Becker, Tim Hamann, Peter Kämpf

Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2024

KIHT: Kaligo-Based Intelligent Handwriting Teacher.

Tanja Harbaum, Alexey Serdyuk, Fabian Kreß, Tim Hamann, Jens Barth, Peter Kämpf, Florent Imbert, Yann Soullard, Romain Tavenard, Éric Anquetil, Jessica Delahaie

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Towards the on-device Handwriting Trajectory Reconstruction of the Sensor Enhanced Pen.

Alexey Serdyuk, Fabian Kreß, Micha Hiegle, Tanja Harbaum, Jürgen Becker, Florent Imbert, Yann Soullard, Romain Tavenard, Éric Anquetil, Jens Barth, Peter Kämpf

Proceedings of the 9th IEEE World Forum on Internet of Things, 2023

A Unified SoC Lab Course: Combined Teaching of Mixed Signal Aspects, System Integration, Software Development and Documentation.

Johannes Pfau, Richard Leys, Marc Neu, Alexey Serdyuk, Ivan Peric, Jürgen Becker

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

ATLAS: An Approximate Time-Series LSTM Accelerator for Low-Power IoT Applications.

Fabian Kreß, Alexey Serdyuk, Micha Hiegle, Disnebio Waldmann, Tim Hotfilter, Julian Höfer, Tim Hamann, Jens Barth, Peter Kämpf, Tanja Harbaum, Jürgen Becker

Proceedings of the 26th Euromicro Conference on Digital System Design, 2023

2022

Hardware-aware Workload Distribution for AI-based Online Handwriting Recognition in a Sensor Pen.

Fabian Kreß, Alexey Serdyuk, Tim Hotfilter, Julian Höfer, Tanja Harbaum, Jürgen Becker, Tim Hamann

Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022