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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 -
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 -
veriSIMPLER: An Automated Formal Verification Methodology for SIMPLER MAGIC Design Style Based In-Memory Computing2024 IEEE Transactions on Circuits and Systems I Regular Papers article Engineering Advanced Memory and Neural Computing
Chandan Kumar Jha, Khushboo Qayyum, Kemal Çağlar Coşkun, Simranjeet Singh, Muhammad Hassan, Rainer Leupers, +2 more
7citations -
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 Engineering Advanced Memory and Neural Computing 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 Engineering Advanced Memory and Neural Computing Open access
Jan Finkbeiner, Sebastian Siegel, Chirag Sudarshan, Yuankang Zhao, John Paul Strachan, Emre Neftci
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 Engineering Advanced Memory and Neural Computing Open access cited by 1 patent
Tinish Bhattacharya, George Higgins Hutchinson, Giacomo Pedretti, Xia Sheng, Jim Ignowski, Thomas Van Vaerenbergh, +3 more
22citations -
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 -
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 -
Improved Arithmetic Performance by Combining Stateful and Non‐Stateful Logic in Resistive Random Access Memory 1T–1R Crossbars2023 Advanced Intelligent Systems article Engineering Advanced Memory and Neural Computing Open access
Leon Brackmann, Tobias Ziegler, Atousa Jafari, Dirk J. Wouters, Mehdi Baradaran Tahoori, Stephan Menzel
13citations -
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