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Mixed-mode in-memory computing: towards high-performance logic processing in a memristive crossbar array2025 Communications Engineering article Engineering Advanced Memory and Neural Computing Open access
Nan Du, Ilia Polian, Christopher Bengel, Kefeng Li, Ziang Chen, Xianyue Zhao, +5 more
4citations -
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 -
Accelerating hybrid XOR–CNF Boolean satisfiability problems natively with in-memory computing2026 Nature Communications article Biochemistry, Genetics and Molecular Biology DNA and Biological Computing Open access
Haesol Im, Fabian Böhm, Giacomo Pedretti, Noriyuki Kushida, Moslem Noori, Xiangyi Zhang, +9 more
0citations -
Coupled Simulation Methodology for In-Memory Computing Systems2026 IEEE Journal on Exploratory Solid-State Computational Devices and Circuits article Engineering Advanced Memory and Neural Computing Open access
Christian Owusu-Afriyie, Quang Huy Nguyen, Rainer Leupers, Stephan Menzel, Melvin Galicia
1citations -
Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators2026 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Computer Science Parallel Computing and Optimization Techniques Open access
Jan Finkbeiner, Sebastian Siegel, Chirag Sudarshan, Yuankang Zhao, John Paul Strachan, Emre Neftci
0citations -
Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators2026 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Computer Science Parallel Computing and Optimization Techniques Open access
Jan Finkbeiner, Sebastian Siegel, Chirag Sudarshan, Yuankang Zhao, John Paul Strachan, Emre Neftci
0citations -
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models2024 Research Square preprint Engineering Ferroelectric and Negative Capacitance Devices Open access cited by 1 patent
Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan
5citations -
OTTER - Two Transistor - One RRAM Architecture for Reliable In-Memory-Computing in 28 nm CMOS Technology2026 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access
Yang Chen, Daniele Storelli, Xinyi Zhao, Ankit Bende, Paul-Philipp Manea, Oliver Artner, +17 more
0citations -
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 -
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 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 -
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 -
Computing high-degree polynomial gradients in memory2024 Nature Communications article Computer Science Neural Networks and Applications Open access cited by 1 patent
Tinish Bhattacharya, George Higgins Hutchinson, Giacomo Pedretti, Xia Sheng, Jim Ignowski, Thomas Van Vaerenbergh, +3 more
22citations -
Mixed-Precision Training and Compilation for RRAM-based Computing-in-Memory Accelerators2026 arXiv (Cornell University) preprint Computer Science Parallel Computing and Optimization Techniques Open access
Rebecca Pelke, Joel Klein, José Cubero-Cascante, Nils Bosbach, Jan Moritz Joseph, Rainer Leupers
0citations -
Mixed-Precision Training and Compilation for RRAM-based Computing-in-Memory Accelerators2026 arXiv (Cornell University) preprint Computer Science Parallel Computing and Optimization Techniques Open access
Rebecca Pelke, Joel Klein, José Cubero-Cascante, Nils Bosbach, Jan Moritz Joseph, Rainer Leupers
0citations -
MNEMOSENE: Tile Architecture and Simulator for Memristor-based Computation-in-memory2022 ACM Journal on Emerging Technologies in Computing Systems article Engineering Advanced Memory and Neural Computing Open access cited by 2 patents
Mahdi Zahedi, Muath Abu Lebdeh, Christopher Bengel, Dirk J. Wouters, Stephan Menzel, Manuel Le Gallo, +3 more
23citations