An iono-electronic neuromorphic interface for communication with living systems

Información del proyecto

IONOS

Identificador del acuerdo de subvención: 773228

DOI

10.3030/773228

Proyecto cerrado

Fecha de la firma de la CE 13 Marzo 2018

Fecha de inicio 1 Noviembre 2018

Fecha de finalización 31 Octubre 2024

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total

€ 1 898 520,00

Aportación de la UE

€ 1 898 520,00

Coordinado por

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Conference proceedings (4)

Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits

Autores: Nikhil Garg, Davide Florini, Patrick Dufour, Eloir Muhr, Mathieu Faye, Marc Bocquet, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean-Michel Portal
Publicado en: Proceedings of the 2024 International Conference on Neuromorphic Systems, 2024
Editor: ACM
DOI: 10.48550/arxiv.2406.19667

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

Autores: Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Publicado en: International Conference on Neuromorphic Systems 2021, 2023
Editor: ACM
DOI: 10.1145/3477145.3477267

Addressing Organic Electrochemical Transistors for Neurosensing and Neuromorphic Sensing

Autores: Mahdi Ghazal, Thomas Dargent, Sebastien Pecqueur, Fabien Alibart
Publicado en: 2019 IEEE SENSORS, 2019, Página(s) 1-4, ISBN 978-1-7281-1634-1
Editor: IEEE
DOI: 10.1109/sensors43011.2019.8956648

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

Autores: Alexis Melot, Fabien Alibart, Pierre Yger, Sean Wood
Publicado en: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023
Editor: IEEE
DOI: 10.1109/biocas58349.2023.10388594

Peer reviewed articles (23)

Theoretical modeling of dendrite growth from conductive wire electro-polymerization

Autores: Ankush Kumar, Kamila Janzakova, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Publicado en: Scientific Reports, Edición 12, 2022, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-022-10082-6

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

Autores: Kamila Janzakova, Mahdi Ghazal, Ankush Kumar, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Publicado en: Advanced Science, Edición 8, 2023, ISSN 2198-3844
Editor: Wiley
DOI: 10.1002/advs.202102973

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

Autores: Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, Fabien Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard
Publicado en: Neuromorphic Computing and Engineering, Edición 3, 2023, Página(s) 014001, ISSN 2634-4386
Editor: IOPscience
DOI: 10.1088/2634-4386/acad98

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

Autores: Tony Liu, Amirali Amirsoleimani, Fabien Alibart, Serge Ecoffey, Dominique Drouin, Roman Genov
Publicado en: IEEE Transactions on Circuits and Systems II: Express Briefs, Edición 68/4, 2021, Página(s) 1128-1132, ISSN 1549-7747
Editor: 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

Autores: Yann Beilliard, Fabien Alibart
Publicado en: Frontiers in Nanotechnology, Edición 3, 2021, ISSN 2673-3013
Editor: 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

Autores: 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
Publicado en: Biomedical Physics & Engineering Express, Edición 9, 2023, Página(s) 035016, ISSN 2057-1976
Editor: iopscience
DOI: 10.1088/2057-1976/acb93e

Structural plasticity for neuromorphic networks with electropolymerized dendritic PEDOT connections

Autores: Kamila Janzakova, Ismael Balafrej, Ankush Kumar, Nikhil Garg, Corentin Scholaert, Jean Rouat, Dominique Drouin, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Publicado en: Nature Communications, Edición 14, 2023, ISSN 2041-1723
Editor: 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

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

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

Autores: Corentin Scholaert, Kamila Janzakova, Yannick Coffinier, Fabien Alibart, Sébastien Pecqueur
Publicado en: Neuromorphic Computing and Engineering, Edición 2, 2022, Página(s) 044010, ISSN 2634-4386
Editor: IOPscience
DOI: 10.1088/2634-4386/ac9b85

Bio‐Inspired Adaptive Sensing through Electropolymerization of Organic Electrochemical Transistors

Autores: Mahdi Ghazal, Michel Daher Mansour, Corentin Scholaert, Thomas Dargent, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Publicado en: Advanced Electronic Materials, Edición 8, 2024, ISSN 2199-160X
Editor: 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

Autores: Yann Beilliard, François Paquette, Frédéric Brousseau, Serge Ecoffey, Fabien Alibart, Dominique Drouin
Publicado en: Nanotechnology, Edición 31/44, 2020, Página(s) 445205, ISSN 0957-4484
Editor: Institute of Physics Publishing
DOI: 10.1088/1361-6528/aba6b4

Growth and design strategies of organic dendritic networks

Autores: Giuseppe Ciccone, Matteo Cucchi, Yanfei Gao, Ankush Kumar, Lennart Maximilian Seifert, Anton Weissbach, Hsin Tseng, Hans Kleemann, Fabien Alibart, Karl Leo
Publicado en: Discover Materials, Edición 2, 2022, ISSN 2730-7727
Editor: Springer
DOI: 10.1007/s43939-022-00028-0

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

Autores: Victor Yon, Amirali Amirsoleimani, Fabien Alibart, Roger G. Melko, Dominique Drouin, Yann Beilliard
Publicado en: Frontiers in Electronics, Edición 3, 2023, ISSN 2673-5857
Editor: Frontiers
DOI: 10.3389/felec.2022.825077

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

Autores: Kamila Janzakova, Ankush Kumar, Mahdi Ghazal, Anna Susloparova, Yannick Coffinier, Fabien Alibart, Sébastien Pecqueur
Publicado en: Nature Communications, Edición 12, 2022, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-021-27274-9

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

Autores: Ismael Balafrej, Fabien Alibart, Jean Rouat
Publicado en: Neuromorphic Computing and Engineering, Edición 2, 2022, Página(s) 024007, ISSN 2634-4386
Editor: 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)

Autores: Yann Beilliard, François Paquette, Frédéric Brousseau, Serge Ecoffey, Fabien Alibart, Dominique Drouin
Publicado en: AIP Advances, Edición 10/2, 2020, Página(s) 025305, ISSN 2158-3226
Editor: American Institute of Physics Inc.
DOI: 10.1063/1.5140994

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

Autores: Nikhil Garg, Ismael Balafrej, Terrence C. Stewart, Jean-Michel Portal, Marc Bocquet, Damien Querlioz, Dominique Drouin, Jean Rouat, Yann Beilliard, Fabien Alibart
Publicado en: Frontiers in Neuroscience, Edición 16, 2022, ISSN 1662-453X
Editor: Frontiers
DOI: 10.3389/fnins.2022.983950

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

Autores: 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
Publicado en: Biosensors and Bioelectronics, Edición 237, 2023, Página(s) 115538, ISSN 0956-5663
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.bios.2023.115538

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

Autores: Camille Lefebvre, Anaïs-Camille Vreulx, Corentin Dumortier, Séverine Bégard, Carla Gelle, Dolores Siedlecki-Wullich, Morvane Colin, Devrim Kilinc, Sophie Halliez
Publicado en: ACS Biomaterials Science & Engineering, Edición 10, 2024, Página(s) 1856-1868, ISSN 2373-9878
Editor: ACS
DOI: 10.1021/acsbiomaterials.3c00997

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

Autores: Mahdi Ghazal, Ankush Kumar, Nikhil Garg, Sébastien Pecqueur, Fabien Alibart
Publicado en: IEEE Sensors Journal, Edición 24, 2024, Página(s) 9104-9114, ISSN 1530-437X
Editor: 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

Autores: Abdelouadoud El Mesoudy, Denis Machon, Andreas Ruediger, Abdelatif Jaouad, Fabien Alibart, Serge Ecoffey, Dominique Drouin
Publicado en: Thin Solid Films, Edición 769, 2024, Página(s) 139737, ISSN 0040-6090
Editor: Elsevier Sequoia
DOI: 10.1016/j.tsf.2023.139737

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

Autores: Abdelouadoud El Mesoudy, Gwénaëlle Lamri, Raphaël Dawant, Javier Arias-Zapata, Pierre Gliech, Yann Beilliard, Serge Ecoffey, Andreas Ruediger, Fabien Alibart, Dominique Drouin
Publicado en: Microelectronic Engineering, Edición 255, 2023, Página(s) 111706, ISSN 0167-9317
Editor: 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

Autores: Amirali Amirsoleimani, Fabien Alibart, Victor Yon, Jianxiong Xu, M. Reza Pazhouhandeh, Serge Ecoffey, Yann Beilliard, Roman Genov, Dominique Drouin
Publicado en: Advanced Intelligent Systems, Edición 2/11, 2020, Página(s) 2000115, ISSN 2640-4567
Editor: Wiley-VCH
DOI: 10.1002/aisy.202000115

Other (1)

Expanding memory in recurrent spiking networks

Autores: Balafrej, Ismael; Alibart, Fabien; Rouat, Jean
Publicado en: Edición 1, 2024
Editor: arxiv
DOI: 10.48550/arxiv.2310.19067