François Rummens

Commissariat à l'Énergie Atomique et aux Énergies Alternatives — France

Engineering · Physical Sciences

6h-index202citations19works1.32yr avg
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Research Topics

Advanced Memory and Neural Computing(12), Neuroscience and Neural Engineering(9), Ferroelectric and Negative Capacitance Devices(6), Analog and Mixed-Signal Circuit Design(4), Neural dynamics and brain function(3)

Publications19 total

Resistive Memories: Multifaceted Impact on Neuromorphic Computing
2025
A ferroelectric–memristor memory for both training and inference
Nature Electronics·2025· 4 citedOpen Access
Unified Ferroelectric/Memristive Memory for Neural Network Inference and Training
2024Open Access
Hybrid FeRAM/RRAM Synaptic Circuit Enabling On-Chip Inference and Learning at the Edge
2023· 6 citedOpen Access
Scaling-up Memristor Monte Carlo with magnetic domain-wall physics
arXiv (Cornell University)·2023Open Access
Spike-based Beamforming using pMUT Arrays for Ultra-Low Power Gesture Recognition
2022 International Electron Devices Meeting (IEDM)·2022· 10 citedOpen Access
Neuromorphic object localization using resistive memories and ultrasonic transducers
Nature Communications·2022· 47 citedOpen Access
1S1R sub-threshold operation in Crossbar arrays for low power BNN inference computing
2022· 7 citedOpen Access
SPIRIT: A First Mixed-Signal SNN Using Co-integrated CMOS Neurons and Resistive Synapses
2022· 2 cited
Neuromorphic object localization using resistivememories and ultrasonic transducers
Research Square (Research Square)·2021· 1 citedOpen Access
32.3 Electromagnetic Mechanical Energy-Harvester IC with No Off-Chip Component and One Switching Period MPPT Achieving up to 95.9% End-to-End Efficiency and 460% Energy-Extraction Gain
2020· 11 cited
Fully Integrated Spiking Neural Network with Analog Neurons and RRAM Synapses
2019· 83 cited
Fully Integrated Spiking Neural Network with Analog Neurons and RRAM Synapses
IEEE Conference Proceedings·2019
Theoretical study and optimisation of a standard deviation estimator circuit for adaptive threshold spike detection
International Journal of Circuit Theory and Applications·2016· 5 citedOpen Access
Embedded systems for the interfacing of electronics and biology : modeling and designing an analog adaptive detection chain
INRIA a CCSD electronic archive server·2015Open Access
Systèmes intégrés pour l'hybridation vivant-artificiel : modélisation et conception d'une chaîne de détection analogique adaptative
Oskar-Bordeaux (Universite de Bordeaux)·2015Open Access
CMOS differential neural amplifier with high input impedance
2015· 3 cited
Low-Gain, Low-Noise Integrated Neuronal Amplifier for Implantable Artifact-Reduction Recording System
Journal of Low Power Electronics and Applications·2013· 4 citedOpen Access
Effets intermoléculaires en RMN
Journal de Chimie Physique·1975· 19 cited

Frequent Co-authors

Elisa Vianello(10), Thomas Mesquida(7), Tifenn Hirtzlin(5), L. Grenouillet(5), Emmanuel Hardy(4), Thomas Dalgaty(4), C. Carabasse(4), Damien Querlioz(4), Alexandre Valentian(3), Olivier Bichler(3), C. Reita(3), Bruno Fain(3), N. Castellani(3), François Blard(3), François Gardien(3), Michele Martemucci(3), Olivier Guille(3), Adrien F. Vincent(3), Sylvain Saïghi(3), Sylvie Renaud(3)