An iono-electronic neuromorphic interface for communication with living systems

Informazioni relative al progetto

IONOS

ID dell’accordo di sovvenzione: 773228

DOI

10.3030/773228

Progetto chiuso

Data della firma CE 13 Marzo 2018

Data di avvio 1 Novembre 2018

Data di completamento 31 Ottobre 2024

Finanziato da

• EXCELLENT SCIENCE - European Research Council (ERC)

Costo totale

€ 1 898 520,00

Contributo UE

€ 1 898 520,00

Coordinato da

CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS
France

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Conference proceedings (4)

Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits

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

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

Autori: Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Pubblicato in: International Conference on Neuromorphic Systems 2021, 2023
Editore: ACM
DOI: 10.1145/3477145.3477267

Addressing Organic Electrochemical Transistors for Neurosensing and Neuromorphic Sensing

Autori: Mahdi Ghazal, Thomas Dargent, Sebastien Pecqueur, Fabien Alibart
Pubblicato in: 2019 IEEE SENSORS, 2019, Pagina/e 1-4, ISBN 978-1-7281-1634-1
Editore: IEEE
DOI: 10.1109/sensors43011.2019.8956648

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

Autori: Alexis Melot, Fabien Alibart, Pierre Yger, Sean Wood
Pubblicato in: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023
Editore: IEEE
DOI: 10.1109/biocas58349.2023.10388594

Peer reviewed articles (23)

Theoretical modeling of dendrite growth from conductive wire electro-polymerization

Autori: Ankush Kumar, Kamila Janzakova, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Pubblicato in: Scientific Reports, Numero 12, 2022, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-022-10082-6

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

Autori: Kamila Janzakova, Mahdi Ghazal, Ankush Kumar, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Pubblicato in: Advanced Science, Numero 8, 2023, ISSN 2198-3844
Editore: Wiley
DOI: 10.1002/advs.202102973

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

Autori: Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, Fabien Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard
Pubblicato in: Neuromorphic Computing and Engineering, Numero 3, 2023, Pagina/e 014001, ISSN 2634-4386
Editore: IOPscience
DOI: 10.1088/2634-4386/acad98

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

Autori: Tony Liu, Amirali Amirsoleimani, Fabien Alibart, Serge Ecoffey, Dominique Drouin, Roman Genov
Pubblicato in: IEEE Transactions on Circuits and Systems II: Express Briefs, Numero 68/4, 2021, Pagina/e 1128-1132, ISSN 1549-7747
Editore: 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

Autori: Yann Beilliard, Fabien Alibart
Pubblicato in: Frontiers in Nanotechnology, Numero 3, 2021, ISSN 2673-3013
Editore: 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

Autori: 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
Pubblicato in: Biomedical Physics & Engineering Express, Numero 9, 2023, Pagina/e 035016, ISSN 2057-1976
Editore: iopscience
DOI: 10.1088/2057-1976/acb93e

Structural plasticity for neuromorphic networks with electropolymerized dendritic PEDOT connections

Autori: Kamila Janzakova, Ismael Balafrej, Ankush Kumar, Nikhil Garg, Corentin Scholaert, Jean Rouat, Dominique Drouin, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Pubblicato in: Nature Communications, Numero 14, 2023, ISSN 2041-1723
Editore: 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

Autori: Anna Susloparova, Sophie Halliez, Séverine Begard, Morvane Colin, Luc Buée, Sébastien Pecqueur, Fabien Alibart, Vincent Thomy, Steve Arscott, Emiliano Pallecchi, Yannick Coffinier
Pubblicato in: Sensors and Actuators B: Chemical, Numero 327, 2021, Pagina/e 128895, ISSN 0925-4005
Editore: Elsevier BV
DOI: 10.1016/j.snb.2020.128895

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

Autori: Corentin Scholaert, Kamila Janzakova, Yannick Coffinier, Fabien Alibart, Sébastien Pecqueur
Pubblicato in: Neuromorphic Computing and Engineering, Numero 2, 2022, Pagina/e 044010, ISSN 2634-4386
Editore: IOPscience
DOI: 10.1088/2634-4386/ac9b85

Bio‐Inspired Adaptive Sensing through Electropolymerization of Organic Electrochemical Transistors

Autori: Mahdi Ghazal, Michel Daher Mansour, Corentin Scholaert, Thomas Dargent, Yannick Coffinier, Sébastien Pecqueur, Fabien Alibart
Pubblicato in: Advanced Electronic Materials, Numero 8, 2024, ISSN 2199-160X
Editore: 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

Autori: Yann Beilliard, François Paquette, Frédéric Brousseau, Serge Ecoffey, Fabien Alibart, Dominique Drouin
Pubblicato in: Nanotechnology, Numero 31/44, 2020, Pagina/e 445205, ISSN 0957-4484
Editore: Institute of Physics Publishing
DOI: 10.1088/1361-6528/aba6b4

Growth and design strategies of organic dendritic networks

Autori: Giuseppe Ciccone, Matteo Cucchi, Yanfei Gao, Ankush Kumar, Lennart Maximilian Seifert, Anton Weissbach, Hsin Tseng, Hans Kleemann, Fabien Alibart, Karl Leo
Pubblicato in: Discover Materials, Numero 2, 2022, ISSN 2730-7727
Editore: Springer
DOI: 10.1007/s43939-022-00028-0

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

Autori: Victor Yon, Amirali Amirsoleimani, Fabien Alibart, Roger G. Melko, Dominique Drouin, Yann Beilliard
Pubblicato in: Frontiers in Electronics, Numero 3, 2023, ISSN 2673-5857
Editore: Frontiers
DOI: 10.3389/felec.2022.825077

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

Autori: Kamila Janzakova, Ankush Kumar, Mahdi Ghazal, Anna Susloparova, Yannick Coffinier, Fabien Alibart, Sébastien Pecqueur
Pubblicato in: Nature Communications, Numero 12, 2022, ISSN 2041-1723
Editore: Nature Publishing Group
DOI: 10.1038/s41467-021-27274-9

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

Autori: Ismael Balafrej, Fabien Alibart, Jean Rouat
Pubblicato in: Neuromorphic Computing and Engineering, Numero 2, 2022, Pagina/e 024007, ISSN 2634-4386
Editore: 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)

Autori: Yann Beilliard, François Paquette, Frédéric Brousseau, Serge Ecoffey, Fabien Alibart, Dominique Drouin
Pubblicato in: AIP Advances, Numero 10/2, 2020, Pagina/e 025305, ISSN 2158-3226
Editore: American Institute of Physics Inc.
DOI: 10.1063/1.5140994

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

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

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

Autori: 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
Pubblicato in: Biosensors and Bioelectronics, Numero 237, 2023, Pagina/e 115538, ISSN 0956-5663
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.bios.2023.115538

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

Autori: Camille Lefebvre, Anaïs-Camille Vreulx, Corentin Dumortier, Séverine Bégard, Carla Gelle, Dolores Siedlecki-Wullich, Morvane Colin, Devrim Kilinc, Sophie Halliez
Pubblicato in: ACS Biomaterials Science & Engineering, Numero 10, 2024, Pagina/e 1856-1868, ISSN 2373-9878
Editore: ACS
DOI: 10.1021/acsbiomaterials.3c00997

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

Autori: Mahdi Ghazal, Ankush Kumar, Nikhil Garg, Sébastien Pecqueur, Fabien Alibart
Pubblicato in: IEEE Sensors Journal, Numero 24, 2024, Pagina/e 9104-9114, ISSN 1530-437X
Editore: 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

Autori: Abdelouadoud El Mesoudy, Denis Machon, Andreas Ruediger, Abdelatif Jaouad, Fabien Alibart, Serge Ecoffey, Dominique Drouin
Pubblicato in: Thin Solid Films, Numero 769, 2024, Pagina/e 139737, ISSN 0040-6090
Editore: Elsevier Sequoia
DOI: 10.1016/j.tsf.2023.139737

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

Autori: Abdelouadoud El Mesoudy, Gwénaëlle Lamri, Raphaël Dawant, Javier Arias-Zapata, Pierre Gliech, Yann Beilliard, Serge Ecoffey, Andreas Ruediger, Fabien Alibart, Dominique Drouin
Pubblicato in: Microelectronic Engineering, Numero 255, 2023, Pagina/e 111706, ISSN 0167-9317
Editore: 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

Autori: Amirali Amirsoleimani, Fabien Alibart, Victor Yon, Jianxiong Xu, M. Reza Pazhouhandeh, Serge Ecoffey, Yann Beilliard, Roman Genov, Dominique Drouin
Pubblicato in: Advanced Intelligent Systems, Numero 2/11, 2020, Pagina/e 2000115, ISSN 2640-4567
Editore: Wiley-VCH
DOI: 10.1002/aisy.202000115

Other (1)

Expanding memory in recurrent spiking networks

Autori: Balafrej, Ismael; Alibart, Fabien; Rouat, Jean
Pubblicato in: Numero 1, 2024
Editore: arxiv
DOI: 10.48550/arxiv.2310.19067