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Fabien Alibart
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2020 – today
- 2024
- [c11]Nikhil Garg, Davide Florini, Patrick Dufour, Eloir 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. ICONS 2024: 185-192 - [i21]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 abs/2406.19667 (2024) - [i20]Corentin Scholaert, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart:
Brain-inspired polymer dendrite networks for morphology-dependent computing hardware. CoRR abs/2407.19847 (2024) - 2023
- [j10]Gaspard Goupy
, Alexandre Juneau-Fecteau
Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity. Neuromorph. Comput. Eng. 3(1): 14001 (2023) - [j9]Yoeri van de Burgt
Editorial: Focus on organic materials, bio-interfacing and processing in neuromorphic computing and artificial sensory applications. Neuromorph. Comput. Eng. 3(4): 40202 (2023) - [c10]Alexis Mélot, Fabien Alibart, Pierre Yger, Sean U. N. Wood:
Sparse Coding-based Multichannel Spike Sorting with the Locally Competitive Algorithm. BioCAS 2023: 1-5 - [i19]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 abs/2305.16187 (2023) - [i18]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 abs/2305.18495 (2023) - [i17]Ismael Balafrej, Fabien Alibart, Jean Rouat:
Expanding memory in recurrent spiking networks. CoRR abs/2310.19067 (2023) - 2022
- [j8]Ismael Balafrej
P-CRITICAL: a reservoir autoregulation plasticity rule for neuromorphic hardware. Neuromorph. Comput. Eng. 2(2): 24007 (2022) - [j7]Corentin Scholaert, Kamila Janzakova, Yannick Coffinier
Plasticity of conducting polymer dendrites to bursts of voltage spikes in phosphate buffered saline. Neuromorph. Comput. Eng. 2(4): 44010 (2022) - [j6]Tony Liu
CODEX: Stochastic Encoding Method to Relax Resistive Crossbar Accelerator Design Requirements. IEEE Trans. Circuits Syst. II Express Briefs 69(8): 3356-3360 (2022) - [i16]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 abs/2203.07107 (2022) - [i15]Nikhil Garg
Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential. CoRR abs/2203.11022 (2022) - 2021
- [j5]Tony Liu
AIDX: Adaptive Inference Scheme to Mitigate State-Drift in Memristive VMM Accelerators. IEEE Trans. Circuits Syst. II Express Briefs 68(4): 1128-1132 (2021) - [c9]Nikhil Garg
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. ICONS 2021: 29:1-29:8 - [i14]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 abs/2106.11169 (2021) - [i13]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 abs/2106.11808 (2021) - [i12]Kamila Janzakova, Mahdi Ghazal, Ankush Kumar, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart:
Dendritic organic electrochemical transistors grown by electropolymerization for 3D neuromorphic engineering. CoRR abs/2107.05807 (2021) - [i11]Yann Beilliard, Fabien Alibart:
Multi-terminal memristive devices enabling tunable synaptic plasticity in neuromorphic hardware: a mini-review. CoRR abs/2109.08720 (2021) - 2020
- [j4]Amirali Amirsoleimani, Fabien Alibart
In-Memory Vector-Matrix Multiplication in Monolithic Complementary Metal-Oxide-Semiconductor-Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives. Adv. Intell. Syst. 2(11): 2000115 (2020) - [i10]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 abs/2009.00180 (2020)
2010 – 2019
- 2019
- [c8]Mahdi Ghazal
Addressing Organic Electrochemical Transistors for Neurosensing and Neuromorphic Sensing. IEEE SENSORS 2019: 1-4 - [i9]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 abs/1908.05545 (2019) - 2018
- [i8]Sébastien Pecqueur, Maurizio Mastropasqua Talamo, David Guérin, Philippe Blanchard, Jean Roncali
Neuromorphic Time-Dependent Pattern Classification with Organic Electrochemical Transistor Arrays. CoRR abs/1806.04748 (2018) - [i7]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 abs/1808.02537 (2018) - 2017
- [j3]Sébastien Pecqueur
Concentric-Electrode Organic Electrochemical Transistors: Case Study for Selective Hydrazine Sensing. Sensors 17(3): 570 (2017) - 2016
- [j2]Bipin Rajendran, Fabien Alibart:
Neuromorphic Computing Based on Emerging Memory Technologies. IEEE J. Emerg. Sel. Topics Circuits Syst. 6(2): 198-211 (2016) - [c7]Christopher H. Bennett, Selina La Barbera, Adrien F. Vincent, Jacques-Olivier Klein
Exploiting the short-term to long-term plasticity transition in memristive nanodevice learning architectures. IJCNN 2016: 947-954 - [i6]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 abs/1606.08366 (2016) - [i5]Farnood Merrikh-Bayat, Fabien Alibart, Ligang Gao, Dmitri B. Strukov:
A Reconfigurable FIR Filter with Memristor-Based Weights. CoRR abs/1608.05445 (2016) - 2015
- [c6]Manan Suri
OXRAM based ELM architecture for multi-class classification applications. IJCNN 2015: 1-8 - [c5]Manan Suri
Neuromorphic hybrid RRAM-CMOS RBM architecture. NVMTS 2015: 1-6 - [i4]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 abs/1505.04282 (2015) - 2013
- [j1]Olivier Bichler, Weisheng Zhao, Fabien Alibart, Stéphane Pleutin, Stéphane Lenfant
Pavlov's Dog Associative Learning Demonstrated on Synaptic-Like Organic Transistors. Neural Comput. 25(2): 549-566 (2013) - [c4]Ligang Gao, Farnood Merrikh-Bayat, Fabien Alibart, Xinjie Guo, Brian D. Hoskins
Digital-to-analog and analog-to-digital conversion with metal oxide memristors for ultra-low power computing. NANOARCH 2013: 19-22 - [i3]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 abs/1302.3261 (2013) - 2012
- [c3]Ligang Gao, Fabien Alibart, Dmitri B. Strukov
Analog-input analog-weight dot-product operation with Ag/a-Si/Pt memristive devices. VLSI-SoC 2012: 88-93 - 2011
- [c2]Fabien Alibart, Timothy Sherwood
Hybrid CMOS/nanodevice circuits for high throughput pattern matching applications. AHS 2011: 279-286 - [i2]Fabien Alibart, Ligang Gao, Brian Hoskins, Dmitri B. Strukov:
High-Precision Tuning of State for Memristive Devices by Adaptable Variation-Tolerant Algorithm. CoRR abs/1110.1393 (2011) - [i1]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 abs/1112.3138 (2011) - 2010
- [c1]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: 1663-1666
Coauthor Index
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