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Publications
RedMule: A Mixed-Precision Matrix-Matrix Operation Engine for Flexible and Energy-Efficient On-Chip Linear Algebra and TinyML Training Acceleration
https://doi.org/10.48550/arXiv.2301.03904
Y. Tortorella, L. Bertaccini, L. Benini, D. Rossi, F. Conti
ITA: An Energy-Efficient Attention and Softmax
https://doi.org/10.48550/arXiv.2307.03493
G. Islamoglu, M. Scherer, G. Paulin, T. Fischer, V. J.B. Jung, A. Garofalo, L. Benini
Designing Circuits for AiMC Based on Non-Volatile Memories: a Tutorial Brief on Trade-offs and Strategies for ADCs and DACs Co-design
https://doi.org/10.1109/tcsii.2023.3340112
R. Vignali, R. Zurla, M. Pasotti, P. L. Rolandi, A. Singh, M. Le Gallo, A. Sebastian, T. Jang, A. Antolini, E. Franchi Scarselli, and A. Cabrini
Exploiting the State Dependency of Conductance Variations in Memristive Devices for Accurate In-Memory Computing
A. Vasilopoulos, J. Buchel, B. Kersting, C. Lammie, K. Brew, S. Choi, T. Philip, N. Saulnier, V. Narayanan, M. Le Gallo, A. Sebastian
