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All-Digital Time-Domain Compute-in-Memory Engine for Binary Neural Networks With 1.05 POPS/W Energy Efficiency2022 IEEE European Solid-State Circuits Conference (ESSCIRC) conference-paper Engineering Advanced Memory and Neural Computing
Jie Lou, Christian Lanius, Florian Freye, Tim Stadtmann, Tobias Gemmeke
19citations -
An Energy-Efficient and Area-Efficient Depthwise Separable Convolution Accelerator with Minimal On-Chip Memory Access2023 IFIP/IEEE International Conference on Very Large Scale Integration conference-paper Computer Science Advanced Neural Network Applications
Yi Chen, Jie Lou, Christian Lanius, Florian Freye, Johnson Loh, Tobias Gemmeke
7citations -
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 -
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 -
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 -
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 -
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 -
Phase-synchronized iTBS and tACS at 40 Hz gamma frequency: The impact on working memory performance and functional connectivity2026 Brain stimulation article Materials Science Phase-change materials and chalcogenides Open access
Benedikt Glinski, Min‐Fang Kuo, Kiomars Sharifi, Michael Andreas Nitsche, Mohammad Ali Salehinejad
0citations -
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 -
HEXO: Offloading Long-Running Compute- and Memory-Intensive Workloads on Low-Cost, Low-Power Embedded Systems2024 IEEE Transactions on Cloud Computing article Computer Science Cloud Computing and Resource Management Open access
Pierre Olivier, A K M Fazla Mehrab, Sandeep Errabelly, Stefan Lankes, Mohamed Lamine Karaoui, Robert Lyerly, +3 more
3citations -
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