Martin Lefebvre

Learning Without Feedback: Fixed Random Learning Signals Allow for Feedforward Training of Deep Neural Networks

Charlotte Frenkel, Martin Lefebvre, David Bol · Frontiers in Neuroscience · 2021 · 69 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

7.7 A 0.2-to-3.6TOPS/W Programmable Convolutional Imager SoC with In-Sensor Current-Domain Ternary-Weighted MAC Operations for Feature Extraction and Region-of-Interest Detection

Martin Lefebvre, Ludovic Moreau, Rémi Dekimpe et al. · 2021 · 66 citations

Event Camera, Engineering, Feature Detection +16

A nonlinear macromodel for CMOS OTAs

G.J. Gomez, S.H.K. Embabi, E. Sánchez‐Sinencio et al. · 2002 · 29 citations

Engineering, Nonlinear Macromodel, Circuit Design +11

IMPACT: A 1-to-4b 813-TOPS/W 22-nm FD-SOI Compute-in-Memory CNN Accelerator Featuring a 4.2-POPS/W 146-TOPS/mm² CIM-SRAM With Multi-Bit Analog Batch-Normalization

Adrian Kneip, Martin Lefebvre, Julien Verecken et al. · IEEE Journal of Solid-State Circuits · 2023 · 29 citations · Full text

Dynamical Modeling of Passively Levitated Electrodynamic Thrust Self-Bearing Machines

Joachim Van Verdeghem, Martin Lefebvre, Virginie Kluyskens et al. · IEEE Transactions on Industry Applications · 2018 · 28 citations · Full text

Electrodynamic Thrust Bearings, Dynamical Modeling, Electric Machine +13