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DeltaDPD: Exploiting Dynamic Temporal Sparsity in Recurrent Neural Networks for Energy-Efficient Wideband Digital Predistortion2025 IEEE Microwave and Wireless Technology Letters article Engineering Advanced Power Amplifier Design Open access
Yizhuo Wu, Yi Zhu, Qinyu Chen, Anding Zhu, John Gajadharsing, Leo C. N. de Vreede, +1 more
9citations -
MP-DPD: Low-Complexity Mixed-Precision Neural Networks for Energy-Efficient Digital Predistortion of Wideband Power Amplifiers2024 IEEE Microwave and Wireless Technology Letters article Engineering Advanced Power Amplifier Design Open access
Yizhuo Wu, Ang Li, Mohammadreza Beikmirza, Gagan Deep Singh, Qinyu Chen, Leo C. N. de Vreede, +2 more
38citations -
Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part I: Programming Techniques2021 IEEE Transactions on Electron Devices article Engineering Advanced Memory and Neural Computing Open access cited by 2 patents
Giacomo Pedretti, Piergiulio Mannocci, Can Li, Zhong Sun, John Paul Strachan, Daniele Ielmini
26citations -
Tree-based machine learning performed in-memory with memristive analog CAM2021 Nature Communications article Engineering Advanced Memory and Neural Computing Open access cited by 5 patents
Giacomo Pedretti, Catherine E. Graves, Sergey Serebryakov, Ruibin Mao, Xia Sheng, Martin Foltín, +2 more
2citations -
CIMFlow: Modelling Dataflow in Cross-Layer Compute-in-Memory Deep Learning Accelerators2025 ACM Transactions on Embedded Computing Systems article Engineering Advanced Memory and Neural Computing Open access
José Cubero-Cascante, Rebecca Pelke, Arunkumar M. Vaidyanathan, Rainer Leupers, Jan Moritz Joseph
0citations -
Landmark-Based Vehicle Self-Localization Using Automotive Polarimetric Radars2024 IEEE Transactions on Intelligent Transportation Systems article Engineering Robotics and Sensor-Based Localization Open access
Fabio Weishaupt, Julius F. Tilly, Nils Appenrodt, Pascal Fischer, Jürgen Dickmann, Dirk Heberling
8citations -
Clinical Application of Deep Learning for Spine MRI Interpretation: A Multicenter Evaluation of Artificial-Intelligence-Assisted versus Manual Reading on Diagnostic Agreement with the Reference Standard
Xing Cheng, Maoping Zhang, Zhenxiao Ren, Tang Tang, Xiaolin Meng, Zhong Huang, +15 more
4citations
21 results