Fabien Alibart

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 33

Top Topics

Synaptic Plasticity

Spiking Neural Networks

Hand Gesture Recognition

Top Venues

Neuromorph. Comput. Eng.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Corentin Scholaert, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Brain-inspired polymer dendrite networks for morphology-dependent computing hardware. CoRR (2024)
Nikhil Garg, Davide Florini, Patrick Dufour, Eloi Muhr, Mathieu-Coumba Faye, Marc Bocquet, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean-Michel Portal
Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits. CoRR (2024)
Ismael Balafrej, Fabien Alibart, Jean Rouat
Expanding memory in recurrent spiking networks. CoRR (2023)
Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, Fabien Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard
Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity. Neuromorph. Comput. Eng. 3 (1) (2023)
Yoeri van de Burgt, Francesca Santoro, Benjamin Tee, Fabien Alibart
Editorial: Focus on organic materials, bio-interfacing and processing in neuromorphic computing and artificial sensory applications. Neuromorph. Comput. Eng. 3 (4) (2023)
Alexis Mélot, Fabien Alibart, Pierre Yger, Sean U. N. Wood
Sparse Coding-based Multichannel Spike Sorting with the Locally Competitive Algorithm. BioCAS (2023)
Philippe Drolet, Raphaël Dawant, Victor Yon, Pierre-Antoine Mouny, Matthieu Valdenaire, Javier Arias-Zapata, Pierre Gliech, Sean U. N. Wood, Serge Ecoffey, Fabien Alibart, Yann Beilliard, Dominique Drouin
Hardware-aware Training Techniques for Improving Robustness of Ex-Situ Neural Network Transfer onto Passive TiO2 ReRAM Crossbars. CoRR (2023)
Joao Henrique Quintino Palhares, Yann Beilliard, Jury Sandrini, Franck Arnaud, Kevin Garello, Guillaume Prenat, Lorena Anghel, Fabien Alibart, Dominique Drouin, Philippe Galy
A tunable and versatile 28nm FD-SOI crossbar output circuit for low power analog SNN inference with eNVM synapses. CoRR (2023)
Tony Liu, Amirali Amirsoleimani, Jianxiong Xu, Fabien Alibart, Yann Beilliard, Serge Ecoffey, Dominique Drouin, Roman Genov
CODEX: Stochastic Encoding Method to Relax Resistive Crossbar Accelerator Design Requirements. IEEE Trans. Circuits Syst. II Express Briefs 69 (8) (2022)
Corentin Scholaert, Kamila Janzakova, Yannick Coffinier, Fabien Alibart, Sébastien Pecqueur
Plasticity of conducting polymer dendrites to bursts of voltage spikes in phosphate buffered saline. Neuromorph. Comput. Eng. 2 (4) (2022)
Nikhil Garg, Ismael Balafrej, Terrence C. Stewart, Jean-Michel Portal, Marc Bocquet, Damien Querlioz, Dominique Drouin, Jean Rouat, Yann Beilliard, Fabien Alibart
Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential. CoRR (2022)
Ismael Balafrej, Fabien Alibart, Jean Rouat
P-CRITICAL: a reservoir autoregulation plasticity rule for neuromorphic hardware. Neuromorph. Comput. Eng. 2 (2) (2022)
Pierre-Antoine Mouny, Yann Beilliard, Sébastien Graveline, Marc-Antoine Roux, Abdelouadoud El Mesoudy, Raphaël Dawant, Pierre Gliech, Serge Ecoffey, Fabien Alibart, Michel Pioro-Ladriere, Dominique Drouin
Memristor-based cryogenic programmable DC sources for scalable in-situ quantum-dot control. CoRR (2022)
Abdelouadoud El Mesoudy, Gwénaëlle Lamri, Raphaël Dawant, Javier Arias-Zapata, Pierre Gliech, Yann Beilliard, Serge Ecoffey, Andreas Ruediger, Fabien Alibart, Dominique Drouin
Fully CMOS-compatible passive TiO2-based memristor crossbars for in-memory computing. CoRR (2021)
Kamila Janzakova, Mahdi Ghazal, Ankush Kumar, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Dendritic organic electrochemical transistors grown by electropolymerization for 3D neuromorphic engineering. CoRR (2021)
Tony Liu, Amirali Amirsoleimani, Fabien Alibart, Serge Ecoffey, Dominique Drouin, Roman Genov
AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators. IEEE Trans. Circuits Syst. II Express Briefs 68 (4) (2021)
Yann Beilliard, Fabien Alibart
Multi-terminal memristive devices enabling tunable synaptic plasticity in neuromorphic hardware: a mini-review. CoRR (2021)
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. CoRR (2021)
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. ICONS (2021)
Amirali Amirsoleimani, Fabien Alibart, Victor Yon, Jianxiong Xu, Mohammad Reza Pazhouhandeh, Serge Ecoffey, Yann Beilliard, Roman Genov, Dominique Drouin
In-Memory Vector-Matrix Multiplication in Monolithic Complementary Metal-Oxide-Semiconductor-Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives. Adv. Intell. Syst. 2 (11) (2020)
Tony Liu, Amirali Amirsoleimani, Fabien Alibart, Serge Ecoffey, Dominique Drouin, Roman Genov
AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators. CoRR (2020)
Yann Beilliard, François Paquette, Frédéric Brousseau, Serge Ecoffey, Fabien Alibart, Dominique Drouin
Observation of Highly Nonlinear Resistive Switching of Al2O3/TiO2-x Memristors at Cryogenic Temperature (1.5 K). CoRR (2019)
Mahdi Ghazal, Thomas Dargent, Sébastien Pecqueur, Fabien Alibart
Addressing Organic Electrochemical Transistors for Neurosensing and Neuromorphic Sensing. IEEE SENSORS (2019)
Y. Viero, David Guérin, A. Vladyka, Fabien Alibart, Stéphane Lenfant, M. Calame, Dominique Vuillaume
Light-stimulable molecules/nanoparticles networks for switchable logical functions and reservoir computing. CoRR (2018)
Sébastien Pecqueur, Maurizio Mastropasqua Talamo, David Guérin, Philippe Blanchard, Jean Roncali, Dominique Vuillaume, Fabien Alibart
Neuromorphic Time-Dependent Pattern Classification with Organic Electrochemical Transistor Arrays. CoRR (2018)
Sébastien Pecqueur, Stéphane Lenfant, David Guérin, Fabien Alibart, Dominique Vuillaume
Concentric-Electrode Organic Electrochemical Transistors: Case Study for Selective Hydrazine Sensing. Sensors 17 (3) (2017)
Bipin Rajendran, Fabien Alibart
Neuromorphic Computing Based on Emerging Memory Technologies. IEEE J. Emerg. Sel. Topics Circuits Syst. 6 (2) (2016)
Farnood Merrikh-Bayat, Fabien Alibart, Ligang Gao, Dmitri B. Strukov
A Reconfigurable FIR Filter with Memristor-Based Weights. CoRR (2016)
Christopher H. Bennett, Selina La Barbera, Adrien F. Vincent, Jacques-Olivier Klein, Fabien Alibart, Damien Querlioz
Exploiting the short-term to long-term plasticity transition in memristive nanodevice learning architectures. IJCNN (2016)
Christopher H. Bennett, Selina La Barbera, Adrien F. Vincent, Fabien Alibart, Damien Querlioz
Exploiting the Short-term to Long-term Plasticity Transition in Memristive Nanodevice Learning Architectures. CoRR (2016)
Simon Desbief, Adrica Kyndiah, David Guérin, Denis Gentili, Mauro Murgia, Stéphane Lenfant, Fabien Alibart, Tobias Cramer, Fabio Biscarini, Dominique Vuillaume
Low voltage and time constant organic synapse-transistor. CoRR (2015)
Manan Suri, Vivek Parmar, Ashwani Kumar, Damien Querlioz, Fabien Alibart
Neuromorphic hybrid RRAM-CMOS RBM architecture. NVMTS (2015)
Manan Suri, Vivek Parmar, Gilbert Sassine, Fabien Alibart
OXRAM based ELM architecture for multi-class classification applications. IJCNN (2015)
Olivier Bichler, Weisheng Zhao, Fabien Alibart, Stéphane Pleutin, Stéphane Lenfant, Dominique Vuillaume, Christian Gamrat
Pavlov's dog associative learning demonstrated on synaptic-like organic transistors CoRR (2013)
Olivier Bichler, Weisheng Zhao, Fabien Alibart, Stéphane Pleutin, Stéphane Lenfant, Dominique Vuillaume, Christian Gamrat
Pavlov's Dog Associative Learning Demonstrated on Synaptic-Like Organic Transistors. Neural Comput. 25 (2) (2013)
Ligang Gao, Farnood Merrikh-Bayat, Fabien Alibart, Xinjie Guo, Brian D. Hoskins, Kwang-Ting Cheng, Dmitri B. Strukov
Digital-to-analog and analog-to-digital conversion with metal oxide memristors for ultra-low power computing. NANOARCH (2013)
Ligang Gao, Fabien Alibart, Dmitri B. Strukov
Analog-input analog-weight dot-product operation with Ag/a-Si/Pt memristive devices. VLSI-SoC (2012)
Fabien Alibart, Timothy Sherwood, Dmitri B. Strukov
Hybrid CMOS/nanodevice circuits for high throughput pattern matching applications. AHS (2011)
Fabien Alibart, Ligang Gao, Brian Hoskins, Dmitri B. Strukov
High-Precision Tuning of State for Memristive Devices by Adaptable Variation-Tolerant Algorithm CoRR (2011)
Fabien Alibart, Stéphane Pleutin, Olivier Bichler, Christian Gamrat, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Dominique Vuillaume
A memristive nanoparticle/organic hybrid synapstor for neuro-inspired computing CoRR (2011)
Olivier Bichler, Weisheng Zhao, Christian Gamrat, Fabien Alibart, Stéphane Pleutin, Dominique Vuillaume
Development of a functional model for the Nanoparticle-Organic Memory transistor. ISCAS (2010)