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Papers matching “data encoding” 47

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Encoding Event-Based Data With a Hybrid SNN Guided Variational Auto-encoder in Neuromorphic Hardware
2022 conference-paper Engineering Advanced Memory and Neural Computing Open access cited by 1 patent

Kenneth Michael Stewart, Andreea Danielescu, Timothy M. Shea, Emre Neftci

9

citations
Learned embeddings for geometric data
2021 RWTH Publications (RWTH Aachen) dissertation Engineering 3D Shape Modeling and Analysis Open access

Isaak Lim

0

citations
Data-Driven Modeling for Digital Representations in Energy Systems
2026 JuSER (Forschungszentrum Jülich) dissertation Engineering Power System Optimization and Stability Open access

Marcel Zimmer

0

citations
Reducing Experimental Data Requirements in CNN-based damage detection through Transfer Learning
2026 e-Journal of Nondestructive Testing article Engineering Structural Health Monitoring Techniques Open access

Finja Rentzsch holm, T. Schalm, Jorge Luis Jiménez Aparicio, Kai‐Uwe Schröder

0

citations
Titanic Passengers and Crew: Demographics and Survival Data
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Maritime Navigation and Safety Open access

Lukas C. Bossert

0

citations
An efficient binary storage format for IFC building models using HDF5 hierarchical data format
2020 Automation in Construction article Engineering BIM and Construction Integration Open access cited by 3 patents

Thomas Krijnen, Jakob Beetz

29

citations
Titanic Passengers and Crew: Demographics and Survival Data
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Maritime Navigation and Safety Open access

Lukas C. Bossert

0

citations
Titanic Passengers and Crew: Demographics and Survival Data
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Maritime Navigation and Safety Open access

Lukas C. Bossert

0

citations
Single-Sided Magnetic Particle Imaging Device With Offset Field Based Spatial Encoding
2024 IEEE Transactions on Medical Imaging article Engineering Characterization and Applications of Magnetic Nanoparticles

Qibin Wang, Zhonghao Zhang, Lei Li, Franziska Schrank, Yu Zeng, Pengyue Guo, +3 more

13

citations
Synthetic Data Generation for AI-Informed End-of-Line Testing for Lithium-Ion Battery Production
2025 World Electric Vehicle Journal article Engineering Advanced Battery Technologies Research Open access

Tessa Krause, Daniel Nusko, Johannes Rittmann, Luciana Pitta Bauermann, Moritz Kroll, Carlo Holly

4

citations
Synthetic Data Generation for AI-Informed End-of-Line Testing for Lithium-Ion Battery Production
2025 Preprints.org preprint Engineering Advanced Battery Technologies Research Open access

Tessa Krause, Daniel Nusko, Johannes Rittmann, Luciana Pitta Bauermann, Moritz Kroll, Carlo Holly

3

citations
Voxel-based modelling of quality-relevant geometric data for a holistic quality assurance in additive manufacturing
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Additive Manufacturing and 3D Printing Technologies Open access

Jonas Großeheide

0

citations
Unsupervised deep learning for defect detection on CT parts using simulated data
2023 Research and Review Journal of Nondestructive Testing article Engineering Industrial Vision Systems and Defect Detection Open access

Virginia Florian, Christian Kretzer, Stefan Kasperl, Richard Schielein, Benjamin Montavon, Robert Heinrich Schmitt

0

citations
A Data-Based Model of the Thermo-Elastic TCP Error Using the Encoder Difference and Neural Networks
2023 Lecture notes in production engineering conference-paper Engineering Advanced Measurement and Metrology Techniques Open access

Christian Brecher, Mathias Dehn, Stephan Neus

4

citations
Eliminating Capacitive Sneak Paths in Associative Capacitive Networks based on Complementary Resistive Switches for In-Memory Computing
2023 IEEE International Memory Workshop (IMW) conference-paper Engineering Advanced Memory and Neural Computing

Tobias Ziegler, Leon Brackmann, Tyler Hennen, Christopher Bengel, Stephan Menzel, Dirk J. Wouters

0

citations
Training Spiking Neural Networks Using Lessons From Deep Learning
2023 Proceedings of the IEEE article Engineering Advanced Memory and Neural Computing Open access

Jason K. Eshraghian, Max Ward, Emre Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, +3 more

787

citations
Utilization of deep autoencoders for improving semantic segmentation of 3D point clouds
2025 RWTH Publications (RWTH Aachen) conference-paper Engineering 3D Shape Modeling and Analysis Open access

Marcel Aubart, Hristo Vassilev Hristo Vassilev

0

citations
Informationsextraktion aus Gebäudeenergiesystemen
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Florian Stinner

0

citations
Autoencoder based Wear Assessment in Sheet Metal Forming
2021 IOP Conference Series Materials Science and Engineering conference-paper Engineering Metal Forming Simulation Techniques Open access

Philipp Niemietz, Martin Unterberg, Daniel Trauth, Thomas Bergs

17

citations
Towards time-independent electrical impedance tomography reconstruction
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Electrical and Bioimpedance Tomography Open access

Jöran Rixen

0

citations
TwinCity3000: a Tale of Twin Cities
2025 Building Simulation Conference proceedings conference-paper Engineering 3D Modeling in Geospatial Applications Open access

Simon Raming, Maxim Shamovich, Jérôme Frisch, Christoph van Treeck

0

citations
Transfer of implicit semi-formal textual location descriptions in three-dimensional model contexts
2023 Computing in construction conference-paper Engineering BIM and Construction Integration Open access

Anne Göbels, Fabián Rivadeneyra, Jakob Beetz

3

citations
Domain Generalization Using Maximum Mean Discrepancy Loss for Remaining Useful Life Prediction of Lithium-Ion Batteries
2025 Batteries article Engineering Advanced Battery Technologies Research Open access

Yue Yang, Stefan Pischinger

6

citations
An Investigation of the Relationship Between Encoder Difference and Thermo-Elastic Machine Tool Deformation
2023 Journal of Machine Engineering article Engineering Advanced Measurement and Metrology Techniques Open access

Christian Brecher, Mathias Dehn, Stephan Neus

4

citations
TopoCLR: Topology-guided contrastive learning of representations for unsupervised crack analysis
2026 Computer-Aided Civil and Infrastructure Engineering article Engineering Infrastructure Maintenance and Monitoring Open access

Barış Özcan, Jörg Blankenbach

0

citations