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QS4D: Quantization-aware training for efficient hardware deployment of structured state-space sequential models2025 JuSER (Forschungszentrum Jülich) preprint Engineering Advanced Memory and Neural Computing Open access
Sebastian Siegel, Ming-Jay Yang, Younes Bouhadjar, Emre Neftci, John Paul Strachan
1citations -
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 -
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems2023 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access
Jason Yik, Douwe den Blanken, Younes Bouhadjar, Mina A. Khoei, Denis V. Kleyko, Noah Pacik-Nelson, +64 more
16citations -
Fine-Tuning of Neural Network Approximate MPC without Retraining via Bayesian Optimization2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Henrik Hose, Paul Brunzema, Alexander von Rohr, Alexander Gräfe, Angela P. Schoellig, Sebastian Trimpe
0citations -
Optimizing Binary and Ternary Neural Network Inference on RRAM Crossbars using CIM-Explorer2025 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access
Rebecca Pelke, José Cubero-Cascante, Nils Bosbach, Niklas Degener, Florian Idrizi, Lennart M. Reimann, +2 more
1citations
19 results