AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators

Victor Yon (1, 2) , Jianxiong Xu , M. Reza Pazhouhandeh , Yann Beilliard (1, 2) , Tony Liu (3) , Amirali Amirsoleimani (3) , F. Alibart (4, 1, 5) , Dominique Drouin (1, 2) , Roman Genov

1 LN2 - Laboratoire Nanotechnologies et Nanosystèmes [Sherbrooke]
2 3IT - Institut Interdisciplinaire d'Innovation Technologique [Sherbrooke]
3 University of Toronto
4 IEMN - Institut d’Électronique, de Microélectronique et de Nanotechnologie - UMR 8520
5 NCM - IEMN - Nanostructures, nanoComponents & Molecules - IEMN

Domaines: Sciences de l'ingénieur [physics]

Victor Yon, Jianxiong Xu, M. Reza Pazhouhandeh, Yann Beilliard, Tony Liu, et al.. AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators. IEEE Transactions on Circuits and Systems II: Express Briefs, 2021, 2 (11), pp.1-1. ⟨10.1109/TCSII.2020.3026642⟩. ⟨hal-03095208⟩