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Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups2023 Scientific Reports article Computer Science Machine Learning in Healthcare Open access cited by 2 patents
Kilian Merkelbach, Steffen Schaper, Christian Diedrich, Sebastian Johannes Fritsch, Andreas Schuppert
12citations -
Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder–decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates31citations
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DPD-NeuralEngine: A 22-nm 6.6-TOPS/W/mm2 Recurrent Neural Network Accelerator for Wideband Power Amplifier Digital Pre-Distortion2025 IEEE International Symposium on Circuits and Systems proceedings conference-paper Engineering Advanced Power Amplifier Design Open access
Ang Li, Yizhuo Wu, Qinyu Chen, Leo C. N. de Vreede, Chang Gao
4citations -
A deep learning methodology for the automated detection of end-diastolic frames in intravascular ultrasound images2021 International journal of cardiac imaging article Medicine Coronary Interventions and Diagnostics Open access cited by 3 patents
Retesh Bajaj, Xingru Huang, Yakup Kilic, Ajay Jain, Anantharaman Ramasamy, Ryo Torii, +12 more
29citations -
A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards2021 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent
Christian Knaak, Jakob von Eßen, Moritz Kröger, Frederic Schulze, Arnold Gillner
71citations -
Targeted Cepstral Jitter Modeling Using Lightweight Neural Networks for Real-time Auditory Feedback Modulation2026 Current Directions in Biomedical Engineering article Computer Science Speech and Audio Processing Open access
Henning Eikens, A. Culcu, K. Hollborn, Isabel Schiller, G. Schmidt
0citations -
Hybrid soft sensor modeling for the wire section in tissue manufacturing: integrating first-principles and machine learning models2025 Nordic Pulp & Paper Research Journal article Engineering Fault Detection and Control Systems Open access
Rosario Othen, Chen Lu Song, Jan Schlake, Christian Möbitz, Thomas Gries
0citations -
Capabilities of Auto-encoders and Principal Component Analysis of the reduction of microstructural images; Application on the acceleration of Phase-Field simulations2022 Computational Materials Science article Physics and Astronomy Model Reduction and Neural Networks Open access
Seifallah Fetni, Thinh Quy Duc Pham, Truong‐Vinh Hoang, Hoang Son Tran, Laurent Duchêne, Xuan-Van Tran, +1 more
29citations
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