puce_neurosoc_bandeau_page

Dissemination & project results

Discover all the project results of the project!

Our public deliverables are available on Zenodo home

Publication

 

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

10.1109/TED.2023.3321014

A. Vasilopoulos, J. Buchel, B. Kersting, C. Lammie, K. Brew, S. Choi, T. Philip, N. Saulnier, V. Narayanan, M. Le Gallo, A. Sebastian

Communication activities

NeuroSoC Kick Off press release – Link

NeuroSoC General Overview (October 22) – Link

NeuroSoC Poster (November 2023) – Link

NeuroSoC presentation at HIPEAC (January 24) – Link