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Papers matching “edge deployment” 56

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QS4D: Quantization‐Aware Training for Efficient Hardware Deployment of Structured State‐Space Sequential Models
2026 Advanced Intelligent Systems article Computer Science Advanced Neural Network Applications Open access

Sebastian Siegel, Ming-Jay Yang, Younes Bouhadjar, Maxime Fabre, Emre Neftci, John Paul Strachan

1

citations
Hierarchical Design Space Exploration for Distributed CNN Inference at the Edge
2023 Communications in computer and information science conference-paper Computer Science Advanced Neural Network Applications Open access

Xiaotian Guo, Andy D. Pimentel, Todor P. Stefanov

3

citations
AutoDiCE: Fully Automated Distributed CNN Inference at the Edge
2022 arXiv (Cornell University) preprint Computer Science IoT and Edge/Fog Computing Open access

Xiaotian Guo, Andy D. Pimentel, Todor P. Stefanov

0

citations
Low-memory and high-performance CNN inference on distributed systems at the edge
2021 IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion) conference-paper Computer Science IoT and Edge/Fog Computing Open access

Erqian Tang, Todor P. Stefanov

7

citations
Automated Exploration and Implementation of Distributed CNN Inference at the Edge
2023 IEEE Internet of Things Journal article Computer Science IoT and Edge/Fog Computing Open access

Xiaotian Guo, Andy D. Pimentel, Todor P. Stefanov

48

citations
The Effects of Partitioning Strategies on Energy Consumption in Distributed CNN Inference at The Edge
2022 arXiv (Cornell University) preprint Computer Science IoT and Edge/Fog Computing Open access

Erqian Tang, Xiaotian Guo, Todor P. Stefanov

0

citations
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring
2024 IEEE Transactions on Biomedical Circuits and Systems article Medicine ECG Monitoring and Analysis Open access

Lyubov Dudchenko, Justus Viga, Tobias Gemmeke

7

citations
Edge Computing Framework for Enhanced Robotic Adaptivity in Line-Less Mobile Assembly Systems
2024 Procedia CIRP article Engineering Robotics and Automated Systems Open access

Lukas Bergs, Guillaume Tréheux, Lukas Schäper, Lucas Manassés Pinheiro de Souza, Sören Münker, Amon Göppert, +1 more

5

citations
Edge computing-based virtual measuring machine for process-parallel prediction of workpiece quality in metal cutting
2022 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Ziqi Huang, Marian Wiesch, Marcel Fey, Christian Brecher

13

citations
ALOHA: A Unified Platform-Aware Evaluation Method for CNNs Execution on Heterogeneous Systems at the Edge
2021 IEEE Access article Computer Science Advanced Neural Network Applications Open access cited by 1 patent

Paola Busia, Svetlana Minakova, Todor P. Stefanov, Luigi Raffo, Paolo Meloni

9

citations
Real-Time Radar-Based Gesture Detection and Recognition Built in an Edge-Computing Platform
2020 IEEE Sensors Journal article Computer Science Hand Gesture Recognition Systems Open access cited by 4 patents

Yuliang Sun, Tai Fei, Xibo Li, Alexander Warnecke, Ernst Warsitz, Nils Pohl

145

citations
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing
2024 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Kenneth Michael Stewart, Sumit Bam Shrestha, Garrick Orchard, Emre Neftci

1

citations
Edge Case Detection in Automated Driving: Methods, Challenges, and Future Directions
2026 IEEE Transactions on Intelligent Transportation Systems article Engineering Autonomous Vehicle Technology and Safety Open access

Saeed Rahmani, Sabine Rieder, Erwin de Gelder, Marcel Sonntag, Jorge Lorente Mallada, Sytze Kalisvaart, +2 more

1

citations
An edge-native industrial verification of request system for secure and plausible control reconfiguration in modular plants
2026 International Journal of Applied Mathematics and Computer Science article Engineering Flexible and Reconfigurable Manufacturing Systems Open access

Yuanchen Zhao, Heiko Schoon, Torben Miny, Patrick Felke, Tobias Kleinert

0

citations
New generation thermal traffic sensor: A novel dataset and monocular 3D thermal vision framework
2025 Knowledge-Based Systems article Engineering Autonomous Vehicle Technology and Safety Open access

Arnd Pettirsch, Álvaro García

4

citations
GUPA: Group-Wise Uniform Pruning Accelerator for Depthwise Separable Convolution
2025 conference-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent

Yi Chen, Malte Wabnitz, Jie Lou, Christian Lanius, Tobias Gemmeke

1

citations
Post-Training Quantization for Energy Efficient Realization of Deep Neural Networks
2022 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Cecilia Latotzke, Batuhan Balim, Tobias Gemmeke

0

citations
Echocardiographic Assessment of Patients Undergoing Mitral Valve Repair
2025 Journal of Cardiovascular Development and Disease article Medicine Cardiac Valve Diseases and Treatments Open access

2

citations
Lidar‐Based Object Tracking of Traffic Participants with Sensor Nodes in Existing Urban Infrastructure
2026 Advanced Intelligent Systems article Engineering Autonomous Vehicle Technology and Safety Open access

Simon Schäfer, Bassam Alrifaee, Ehsan Hashemi

0

citations
Lidar-Based Object Tracking of Traffic Participants with Sensor Nodes in Existing Urban Infrastructure
2026 RWTH Publications (RWTH Aachen) article Engineering Autonomous Vehicle Technology and Safety Open access

Simon Schäfer, Bassam Alrifaee, Ehsan Hashemi

0

citations
Fog Computing Meets URLLC: Energy Minimization of Task Partial Offloading for URLLC Services
2024 IEEE Access article Computer Science IoT and Edge/Fog Computing Open access

Chenhao Shi, Jingrui Wei, Yao Lin Zhu, Anke Schmeink

3

citations
Design Principles for Lifelong Learning AI Accelerators
2023 RWTH Publications (RWTH Aachen) article Computer Science Advanced Neural Network Applications Open access

Dhireesha Kudithipudi, Anurag Reddy Daram, Abdullah M. Zyarah, Fatima Tuz Zohora, James B. Aimone, Ángel Yanguas-Gil, +6 more

1

citations
Meta-learning spiking neural networks with surrogate gradient descent
2022 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Kenneth Michael Stewart, Emre Neftci

38

citations
Evolving the Digital Industrial Infrastructure for Production: Steps Taken and the Road Ahead
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Jan Pennekamp, Anastasiia Belova, Thomas Bergs, Matthias Bodenbenner, Andreas Bührig–Polaczek, Markus Dahlmanns, +13 more

7

citations
Meta-learning Spiking Neural Networks with Surrogate Gradient Descent
2022 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Emre Neftci

2

citations