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Author

Alexey Serdyuk

Observed name: Serdyuk, Alexey
ORCID: 0009-0009-4064-6491
Observed ORCID: 0009-0009-4064-6491
OpenAlex ID: A5114068443
Hardware-aware Workload Distribution for AI-based Online Handwriting Recognition in a Sensor Pen
2022 · Fabian KreB, Alexey Serdyuk, et al. · Mediterranean Conference on Embedded Computing (MECO) · 10
KIHT: Kaligo-Based Intelligent Handwriting Teacher
2024 · Tanja Harbaum, Alexey Serdyuk, et al. · Design, Automation, and Test in Europe · 7
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Towards the on-device Handwriting Trajectory Reconstruction of the Sensor Enhanced Pen
2023 · Alexey Serdyuk, Fabian Kreβ, et al. · IEEE World Forum on Internet of Things (WF-IoT) · 6
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ATLAS: An Approximate Time-Series LSTM Accelerator for Low-Power IoT Applications
2023 · Fabian Kreß, Alexey Serdyuk, et al. · Euromicro Conference on Digital System Design (DSD) · 5
LOTTA: An FPGA-based Low-Power Temporal Convolutional Network Hardware Accelerator
2024 · Fabian Kreß, Alexey Serdyuk, et al. · IEEE International System-on-Chip Conference (SOCC) · 3
A Unified SoC Lab Course: Combined Teaching of Mixed Signal Aspects, System Integration, Software Development and Documentation
2023 · Johannes Pfau, Richard Leys, et al. · IEEE International Symposium on Circuits and Systems proceedings · 3
Improving AI Accelerator Performance Through Co-Designing Neural Networks and Systolic HW
2025 · Annina Gutermann, Alexey Serdyuk, et al. · IEEE Nordic Circuits and Systems Conference (NorCAS) · 2
Hardware-Accelerated On-Device Learning: Training, Partitioning, and Compilation for Constrained Edge AI
2025 · Iuliia Topko, Alexey Serdyuk, et al. · IEEE Computer Society Annual Symposium on VLSI · 2
Multi-Partner Project: CeCaS Accelerator Design for Efficient Supercomputing in Automotive Systems
2026 · Annina Gutermann, Alexey Serdyuk, et al. · Design, Automation, and Test in Europe · 1
Improving Online Handwriting Trajectory Reconstruction Based on Temporal Convolutional Networks
2024 · Alexey Serdyuk, Fabian Kreß, et al. · Sensor Data Fusion: Trends, Solutions, Applications (SDF) · 1
A multi-head network based on squeeze-and-excitation for reconstructing the handwriting trajectory of an IMU-based digital pen
2026 · Florent Imbert, Yann Soullard, et al. · Pattern Recognition Letters
Write on Paper and Get the Online Digital Trace: A New Era for Handwriting
2026 · Imbert, Florent, Soullard, Yann, et al. · arXiv (Cornell University)
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Joint Exploration of Neural Networks and Systolic Hardware for Improved AI Accelerator Performance
2026 · Annina Gutermann, Alexey Serdyuk, et al. · Journal of Signal Processing Systems
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Verbundprojekt: CeCaS; Teilvorhaben: Central Car Server
2026 · Becker, Jürgen, Henkel, Jörg, et al. · RENATE
DSEParted: Co-Optimization of Embedded NPU Architectures and Neural Network Partitioning
2025 · Patrick Schmidt, Fabian Krey, et al. · Euromicro Conference on Digital System Design (DSD)
Künstliche Intelligenz in eingebetteten Systemen
2025 · Harbaum, Tanja, Kämpf, Peter, et al. · RENATE
Write on Paper and Get the Online Digital Trace: A New Era for Handwriting
2025 · Imbert, Florent, Soullard, Yann, et al. · HAL
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HW/SW Co-Design for Integrated AI Systems: Challenges, Use Cases and Steps Ahead
2024 · Harbaum, Tanja, Topko, Iuliia, et al. · HAL
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Works count: 29
Citation count: 44
H-index: 4
I10-index: 1
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