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Filamentary TaO x /HfO 2 ReRAM Devices for Neural Networks Training with Analog In‐Memory Computing2022 Advanced Electronic Materials article Engineering Advanced Memory and Neural Computing Open access
Tommaso Stecconi, Roberto Guido, Luca Berchialla, Antonio La Porta, Jonas Weiß, Youri Popoff, +8 more
43citations -
Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part II: Applications and Benchmark2021 IEEE Transactions on Electron Devices article Engineering Advanced Memory and Neural Computing Open access
Giacomo Pedretti, Piergiulio Mannocci, Can Li, Zhong Sun, John Paul Strachan, Daniele Ielmini
11citations -
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 -
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 -
Analog in-memory computing attention mechanism for fast and energy-efficient large language models2025 Nature Computational Science article Engineering Advanced Memory and Neural Computing Open access cited by 1 patent
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, +1 more
24citations -
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models2024 JuSER (Forschungszentrum Jülich) article Engineering Advanced Memory and Neural Computing Open access
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, +1 more
0citations -
Impact of memory device precision in analog combinatorial optimization solvers2026 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access
Mohammad Hizzani, Ming-Jay Yang, Arne Heittmann, George Higgins Hutchinson, Dmitri B. Strukov, John Paul Strachan
0citations -
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models2024 Research Square preprint Engineering Advanced Memory and Neural Computing Open access cited by 1 patent
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan
5citations -
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 -
A Voltage-Controlled, Oscillation-Based ADC Design for Computation-in-Memory Architectures Using Emerging ReRAMs2022 ACM Journal on Emerging Technologies in Computing Systems article Engineering Advanced Memory and Neural Computing cited by 10 patents
Mahta Mayahinia, Abhairaj Singh, Christopher Bengel, Stefan Wiefels, Muath Abu Lebdeh, Stephan Menzel, +5 more
21citations -
Realization of Memristor-aided Logic Gates with Analog Memristive Devices2022 International Conference on Modern Circuits and Systems Technologies conference-paper Engineering Advanced Memory and Neural Computing
Hao Cai, Ziang Chen, Xianyue Zhao, Christopher Bengel, Feng Liu, Heidemarie Schmidt, +2 more
6citations -
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 -
A general tree-based machine learning accelerator with memristive analog CAM2022 IEEE International Symposium on Circuits and Systems proceedings conference-paper Engineering Advanced Memory and Neural Computing
Giacomo Pedretti, Sergey Serebryakov, John Paul Strachan, Catherine E. Graves
4citations -
Memristive Devices for Time Domain Compute-in-Memory2022 IEEE Journal on Exploratory Solid-State Computational Devices and Circuits article Engineering Advanced Memory and Neural Computing Open access cited by 1 patent
Florian Freye, Jie Lou, Christopher Bengel, Stephan Menzel, Stefan Wiefels, Tobias Gemmeke
18citations