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Optimizing Binary and Ternary Neural Network Inference on RRAM Crossbars using CIM-Explorer2025 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access
Rebecca Pelke, José Cubero-Cascante, Nils Bosbach, Niklas Degener, Florian Idrizi, Lennart M. Reimann, +2 more
0citations -
X-Fault: Impact of Faults on Binary Neural Networks in Memristor-Crossbar Arrays with Logic-in-Memory Computation2022 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) conference-paper Engineering Advanced Memory and Neural Computing
Felix Staudigl, Karl J. X. Sturm, Maximilian Bartel, Thorben Fetz, Dominik Šišejković, Jan Moritz Joseph, +2 more
10citations -
Evaluating the Scalability of Binary and Ternary CNN Workloads on RRAM-based Compute-in-Memory Accelerators2025 IEEE Computer Society Annual Symposium on VLSI conference-paper Engineering Advanced Memory and Neural Computing
José Cubero-Cascante, Rebecca Pelke, Noah Flohr, Arunkumar M. Vaidyanathan, Rainer Leupers, Jan Moritz Joseph
3citations -
Evaluating the Scalability of Binary and Ternary CNN Workloads on RRAM-based Compute-in-Memory Accelerators2025 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access
José Cubero-Cascante, Rebecca Pelke, Noah Flohr, Arunkumar M. Vaidyanathan, Rainer Leupers, Jan Moritz Joseph
0citations -
Fault Injection in Native Logic-in-Memory Computation on Neuromorphic Hardware2023 Proceedings - ACM IEEE Design Automation Conference conference-paper Engineering Advanced Memory and Neural Computing
Felix Staudigl, Thorben Fetz, Rebecca Pelke, Dominik Šišejković, Jan Moritz Joseph, Leticia Bolzani Pöhls, +1 more
6citations -
Invited Paper: A Holistic Fault Injection Platform for Neuromorphic Hardware2023 IEEE Latin American Test Symposium (LATS) conference-paper Engineering Advanced Memory and Neural Computing
Felix Staudigl, Thorben Fetz, Rebecca Pelke, Dominik Šišejković, Jan Moritz Joseph, Leticia Bolzani Pöhls, +1 more
1citations -
An efficient synchronous-updating memristor-based Ising solver for combinatorial optimization2022 Technical digest - International Electron Devices Meeting/Technical digest conference-paper Engineering Advanced Memory and Neural Computing
Mingrui Jiang, Keyi Shan, Xia Sheng, Cat Graves, John Paul Strachan, Can Li
5citations -
A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing2023 Technologien für die intelligente Automation book-chapter Engineering Industrial Vision Systems and Defect Detection Open access
Lars Leyendecker, Thorben Werner, Maximilian Motz, Robert Heinrich Schmitt
4citations