An iono-electronic neuromorphic interface for communication with living systems

Project Information

IONOS

Grant agreement ID: 773228

DOI

10.3030/773228

Project closed

EC signature date 13 March 2018

Start date 1 November 2018

End date 31 October 2024

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 898 520,00

EU contribution

€ 1 898 520,00

Coordinated by

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (4)

Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits

Author(s): Nikhil Garg, Davide Florini, Patrick Dufour, Eloir Muhr, Mathieu Faye, Marc Bocquet, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean-Michel Portal
Published in: Proceedings of the 2024 International Conference on Neuromorphic Systems, 2024
Publisher: ACM
DOI: 10.48550/arxiv.2406.19667

Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition

Author(s): Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Published in: International Conference on Neuromorphic Systems 2021, 2023
Publisher: ACM
DOI: 10.1145/3477145.3477267

Addressing Organic Electrochemical Transistors for Neurosensing and Neuromorphic Sensing

Author(s): Mahdi Ghazal, Thomas Dargent, Sebastien Pecqueur, Fabien Alibart
Published in: 2019 IEEE SENSORS, 2019, Page(s) 1-4, ISBN 978-1-7281-1634-1
Publisher: IEEE
DOI: 10.1109/sensors43011.2019.8956648

Sparse Coding-based Multichannel Spike Sorting with the Locally Competitive Algorithm

Author(s): Alexis Melot, Fabien Alibart, Pierre Yger, Sean Wood
Published in: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023
Publisher: IEEE
DOI: 10.1109/biocas58349.2023.10388594

Peer reviewed articles (23)

Theoretical modeling of dendrite growth from conductive wire electro-polymerization

Author(s): Ankush Kumar, Kamila Janzakova, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Published in: Scientific Reports, Issue 12, 2022, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-022-10082-6

Dendritic Organic Electrochemical Transistors Grown by Electropolymerization for 3D Neuromorphic Engineering

Author(s): Kamila Janzakova, Mahdi Ghazal, Ankush Kumar, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Published in: Advanced Science, Issue 8, 2023, ISSN 2198-3844
Publisher: Wiley
DOI: 10.1002/advs.202102973

Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity

Author(s): Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, Fabien Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard
Published in: Neuromorphic Computing and Engineering, Issue 3, 2023, Page(s) 014001, ISSN 2634-4386
Publisher: IOPscience
DOI: 10.1088/2634-4386/acad98

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

Author(s): Tony Liu, Amirali Amirsoleimani, Fabien Alibart, Serge Ecoffey, Dominique Drouin, Roman Genov
Published in: IEEE Transactions on Circuits and Systems II: Express Briefs, Issue 68/4, 2021, Page(s) 1128-1132, ISSN 1549-7747
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcsii.2020.3026642

Multi-Terminal Memristive Devices Enabling Tunable Synaptic Plasticity in Neuromorphic Hardware: A Mini-Review

Author(s): Yann Beilliard, Fabien Alibart
Published in: Frontiers in Nanotechnology, Issue 3, 2021, ISSN 2673-3013
Publisher: Frontiers
DOI: 10.3389/fnano.2021.779070

Precision of neuronal localization in 2D cell cultures by using high-performance electropolymerized microelectrode arrays correlated with optical imaging

Author(s): Mahdi Ghazal, Corentin Scholaert, Corentin Dumortier, Camille Lefebvre, Nicolas Barois, Sebastien Janel, Mehmet Cagatay Tarhan, Morvane Colin, Luc Buée, Sophie Halliez, Sebastien Pecqueur, Yannick Coffinier, Fabien Alibart, Pierre Yger
Published in: Biomedical Physics & Engineering Express, Issue 9, 2023, Page(s) 035016, ISSN 2057-1976
Publisher: iopscience
DOI: 10.1088/2057-1976/acb93e

Structural plasticity for neuromorphic networks with electropolymerized dendritic PEDOT connections

Author(s): Kamila Janzakova, Ismael Balafrej, Ankush Kumar, Nikhil Garg, Corentin Scholaert, Jean Rouat, Dominique Drouin, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Published in: Nature Communications, Issue 14, 2023, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-023-43887-8

Low impedance and highly transparent microelectrode arrays (MEA) for in vitro neuron electrical activity probing

Author(s): Anna Susloparova, Sophie Halliez, Séverine Begard, Morvane Colin, Luc Buée, Sébastien Pecqueur, Fabien Alibart, Vincent Thomy, Steve Arscott, Emiliano Pallecchi, Yannick Coffinier
Published in: Sensors and Actuators B: Chemical, Issue 327, 2021, Page(s) 128895, ISSN 0925-4005
Publisher: Elsevier BV
DOI: 10.1016/j.snb.2020.128895

Plasticity of conducting polymer dendrites to bursts of voltage spikes in phosphate buffered saline

Author(s): Corentin Scholaert, Kamila Janzakova, Yannick Coffinier, Fabien Alibart, Sébastien Pecqueur
Published in: Neuromorphic Computing and Engineering, Issue 2, 2022, Page(s) 044010, ISSN 2634-4386
Publisher: IOPscience
DOI: 10.1088/2634-4386/ac9b85

Bio‐Inspired Adaptive Sensing through Electropolymerization of Organic Electrochemical Transistors

Author(s): Mahdi Ghazal, Michel Daher Mansour, Corentin Scholaert, Thomas Dargent, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Published in: Advanced Electronic Materials, Issue 8, 2024, ISSN 2199-160X
Publisher: Wiley
DOI: 10.1002/aelm.202100891

Conductive filament evolution dynamics revealed by cryogenic (1.5 K) multilevel switching of CMOS-compatible Al 2 O 3 /TiO 2 resistive memories

Author(s): Yann Beilliard, François Paquette, Frédéric Brousseau, Serge Ecoffey, Fabien Alibart, Dominique Drouin
Published in: Nanotechnology, Issue 31/44, 2020, Page(s) 445205, ISSN 0957-4484
Publisher: Institute of Physics Publishing
DOI: 10.1088/1361-6528/aba6b4

Growth and design strategies of organic dendritic networks

Author(s): Giuseppe Ciccone, Matteo Cucchi, Yanfei Gao, Ankush Kumar, Lennart Maximilian Seifert, Anton Weissbach, Hsin Tseng, Hans Kleemann, Fabien Alibart, Karl Leo
Published in: Discover Materials, Issue 2, 2022, ISSN 2730-7727
Publisher: Springer
DOI: 10.1007/s43939-022-00028-0

Exploiting Non-idealities of Resistive Switching Memories for Efficient Machine Learning

Author(s): Victor Yon, Amirali Amirsoleimani, Fabien Alibart, Roger G. Melko, Dominique Drouin, Yann Beilliard
Published in: Frontiers in Electronics, Issue 3, 2023, ISSN 2673-5857
Publisher: Frontiers
DOI: 10.3389/felec.2022.825077

Analog programing of conducting-polymer dendritic interconnections and control of their morphology

Author(s): Kamila Janzakova, Ankush Kumar, Mahdi Ghazal, Anna Susloparova, Yannick Coffinier, Fabien Alibart, Sébastien Pecqueur
Published in: Nature Communications, Issue 12, 2022, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-021-27274-9

P-CRITICAL: a reservoir autoregulation plasticity rule for neuromorphic hardware

Author(s): Ismael Balafrej, Fabien Alibart, Jean Rouat
Published in: Neuromorphic Computing and Engineering, Issue 2, 2022, Page(s) 024007, ISSN 2634-4386
Publisher: IOPscience
DOI: 10.1088/2634-4386/ac6533

Investigation of resistive switching and transport mechanisms of Al 2 O 3 /TiO 2− x memristors under cryogenic conditions (1.5 K)

Author(s): Yann Beilliard, François Paquette, Frédéric Brousseau, Serge Ecoffey, Fabien Alibart, Dominique Drouin
Published in: AIP Advances, Issue 10/2, 2020, Page(s) 025305, ISSN 2158-3226
Publisher: American Institute of Physics Inc.
DOI: 10.1063/1.5140994

Voltage-dependent synaptic plasticity: Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential

Author(s): Nikhil Garg, Ismael Balafrej, Terrence C. Stewart, Jean-Michel Portal, Marc Bocquet, Damien Querlioz, Dominique Drouin, Jean Rouat, Yann Beilliard, Fabien Alibart
Published in: Frontiers in Neuroscience, Issue 16, 2022, ISSN 1662-453X
Publisher: Frontiers
DOI: 10.3389/fnins.2022.983950

Electropolymerization processing of side-chain engineered EDOT for high performance microelectrode arrays

Author(s): Mahdi Ghazal, Anna Susloparova, Camille Lefebvre, Michel Daher Mansour, Najami Ghodhbane, Alexis Melot, Corentin Scholaert, David Guérin, Sébastien Janel, Nicolas Barois, Morvane Colin, Luc Buée, Pierre Yger, Sophie Halliez, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Published in: Biosensors and Bioelectronics, Issue 237, 2023, Page(s) 115538, ISSN 0956-5663
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.bios.2023.115538

Integration of Microfluidic Devices with Microelectrode Arrays to Functionally Assay Amyloid-β-Induced Synaptotoxicity

Author(s): Camille Lefebvre, Anaïs-Camille Vreulx, Corentin Dumortier, Séverine Bégard, Carla Gelle, Dolores Siedlecki-Wullich, Morvane Colin, Devrim Kilinc, Sophie Halliez
Published in: ACS Biomaterials Science & Engineering, Issue 10, 2024, Page(s) 1856-1868, ISSN 2373-9878
Publisher: ACS
DOI: 10.1021/acsbiomaterials.3c00997

Neuromorphic Signal Classification Using Organic Electrochemical Transistor Array and Spiking Neural Simulations

Author(s): Mahdi Ghazal, Ankush Kumar, Nikhil Garg, Sébastien Pecqueur, Fabien Alibart
Published in: IEEE Sensors Journal, Issue 24, 2024, Page(s) 9104-9114, ISSN 1530-437X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsen.2024.3353307

Band gap narrowing induced by oxygen vacancies in reactively sputtered TiO2 thin films

Author(s): Abdelouadoud El Mesoudy, Denis Machon, Andreas Ruediger, Abdelatif Jaouad, Fabien Alibart, Serge Ecoffey, Dominique Drouin
Published in: Thin Solid Films, Issue 769, 2024, Page(s) 139737, ISSN 0040-6090
Publisher: Elsevier Sequoia
DOI: 10.1016/j.tsf.2023.139737

Fully CMOS-compatible passive TiO2-based memristor crossbars for in-memory computing

Author(s): Abdelouadoud El Mesoudy, Gwénaëlle Lamri, Raphaël Dawant, Javier Arias-Zapata, Pierre Gliech, Yann Beilliard, Serge Ecoffey, Andreas Ruediger, Fabien Alibart, Dominique Drouin
Published in: Microelectronic Engineering, Issue 255, 2023, Page(s) 111706, ISSN 0167-9317
Publisher: Elsevier BV
DOI: 10.1016/j.mee.2021.111706

In‐Memory Vector‐Matrix Multiplication in Monolithic Complementary Metal–Oxide–Semiconductor‐Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives

Author(s): Amirali Amirsoleimani, Fabien Alibart, Victor Yon, Jianxiong Xu, M. Reza Pazhouhandeh, Serge Ecoffey, Yann Beilliard, Roman Genov, Dominique Drouin
Published in: Advanced Intelligent Systems, Issue 2/11, 2020, Page(s) 2000115, ISSN 2640-4567
Publisher: Wiley-VCH
DOI: 10.1002/aisy.202000115

Other (1)

Expanding memory in recurrent spiking networks

Author(s): Balafrej, Ismael; Alibart, Fabien; Rouat, Jean
Published in: Issue 1, 2024
Publisher: arxiv
DOI: 10.48550/arxiv.2310.19067