Fabien Alibart
Professeur associé, Faculté de génie
FAC. GÉNIE Électrique et informatique
Présentation
Sujet de recherche
Systèmes neuronaux
Disciplines de recherche
Génie électrique et génie électronique
Mots-clés
memristor, calcul neuromorphique
Intérêts de recherche
développements de composants mémoires pour l'électronique neuromorphique et le développement hardware de système d'intelligence artificielle. Interface électronique / biologie
Langues parlées et écrites
Anglais, Français
Diplômes
(). (Doctorat, ). Université de Picardie.
Financement
- Subvention. (Obtenu). Chercheur principal. IONOS. European Research Council (ERC). consolidator. 1 852 000 $. (2018-2023)
- Subvention. (Obtenu). Chercheur principal. Decouverte CRSNG: Une interface iono-electronique pour la communication avec les reseaux de neurones biologiques. Conseil de Recherches en Sciences Naturelles et Génie du Canada (CRSNG). decouverte. 110 000 $. (2018-2023)
- Subvention. (En cours d’évaluation). Collaborateur. HIDATA: development of passive crossbar memory arrays integrated in the BEOL of CMOS for neuromorphic applications. (2018-2021)
- Subvention. (Obtenu). Co-chercheur. RECORD-IT: Development of reservoir computing concepts for bio-sensing applications.. (2015-2018)
- Subvention. (Obtenu). Co-chercheur. VACSMM: Characterization in hyper frequencies regimes of nanoscale memory devices with scanning microwave microscope.. (2015-2018)
- Subvention. (Terminé). Demandeur principal. DINAMO: Development and integartion of nanoscale meory devices for neuromorphic computing. (2013-2015)
- Subvention. (Terminé). Demandeur principal. M2NP: Development of a multi-physics platform for neural cells culture recording. (2015-2015)
Publications
Articles de revue
- Tianchen Zhang, David Guérin, Fabien Alibart, David Troadec, Djamila Hourlier, Gilles Patriarche, Ali Yassin, Maïténa Oçafrain, Philippe Blanchard, Jean Roncali, Dominique Vuillaume, Kamal Lmimouni, Stephane Lenfant. (2019). Physical mechanisms involved in the formation and operation of memory devices based on a monolayer of gold nanoparticles-polythiophene hybrid materials. Nanoscale Advances (Article accepté).
- Huy Van Mai, Olivier Bichler, Christian Gamrat, Yannick Viero, Fabien Alibart, Dominique Vuillaume. (2018). A Compact Device Model for Nanoparticle-organic Memory Transistor’s Characterization. Communications in Physics 28 (3), 191. (Article publié).
- H Van Mai, O Bichler, C Gamrat, Y Viero, F Alibart, D Vuillaume. (2018). A Compact Device Model for Nanoparticle-organic Memory Transistor’s Characterization. Communications in Physics 28 (3), 191. (Article publié).
- Sébastien Pecqueur, David Guérin, Dominique Vuillaume, Fabien Alibart. (2018). Cation discrimination in organic electrochemical transistors by dual frequency sensing. Organic Electronics 57 232-238. (Article publié).
- Yannick Viero, David Guérin, Anton Vladyka, Fabien Alibart, Stéphane Lenfant, M Calame, Dominique Vuillaume. (2018). Light‐Stimulatable Molecules/Nanoparticles Networks for Switchable Logical Functions and Reservoir Computing. Advanced Functional Materials (Article sous presse).
- Sebastien Pecqueur, Maurizio Mastropasqua Talamo, David Guerin, Philippe Blanchard, Jean Roncali, Dominique Vuillaume, Fabien Alibart. (2018). Neuromorphic Time-Dependent Pattern Classification with Organic Electrochemical Transistor Arrays. Advance Electronic Materials (Article sous presse).
- Sébastien Pecqueur, Dominique Vuillaume, Fabien Alibart. (2018). Perspective: Organic electronic materials and devices for neuromorphic engineering. Journal of Applied Physics 124 (15), 151902. (Article publié).
- Sébastien Pecqueur, Stéphane Lenfant, David Guérin, Fabien Alibart, Dominique Vuillaume. (2017). Concentric-Electrode Organic Electrochemical Transistors: Case Study for Selective Hydrazine Sensing. Sensors 17 (3), 570. (Article publié).
- B Hafsi, A Boubaker, D Guerin, S Lenfant, S Desbief, F Alibart, A Kalboussi, D Vuillaume, K Lmimouni. (2017). Electron-transport polymeric gold nanoparticles memory device, artificial synapse for neuromorphic applications. Organic Electronics 50 499-506. (Article publié).
- Tianchen Zhang, David Guerin, Fabien Alibart, Dominique Vuillaume, Kamal Lmimouni, Stephane Lenfant, Ali Yassin, Maitena Oçafrain, Philippe Blanchard, Jean Roncali. (2017). Negative Differential Resistance, Memory, and Reconfigurable Logic Functions Based on Monolayer Devices Derived from Gold Nanoparticles Functionalized with Electropolymerizable TEDOT Units. The Journal of Physical Chemistry C 121 (18), 10131-10139. (Article publié).
- Gilbert Sassine, Selina La Barbera, Nabil Najjari, Marie Minvielle, Catherine Dubourdieu, Fabien Alibart. (2016). Interfacial versus filamentary resistive switching in TiO2 and HfO2 devices. Journal of Vacuum Science & Technology B, Nanotechnology and Microelectronics: Materials, Processing, Measurement, and Phenomena 34 (1), 012202. (Article publié).
- Selina La Barbera, Adrien F Vincent, Dominique Vuillaume, Damien Querlioz, Fabien Alibart. (2016). Interplay of multiple synaptic plasticity features in filamentary memristive devices for neuromorphic computing. Scientific Reports 6 39216. (Article publié).
- B. Rajendran, F. Alibart. (2016). Neuromorphic computing based on emerging memory technologies. IEEE JETCAS 6 (2), 198-211. (Article publié).
- Selina La Barbera, Dominique Vuillaume, Fabien Alibart. (2015). Filamentary switching: synaptic plasticity through device volatility. ACS Nano 9 (1), 941-949. (Article publié).
- Simon Desbief, Adrica Kyndiah, David Guerin, Denis Gentili, Mauro Murgia, Stéphane Lenfant, Fabien Alibart, Tobias Cramer, Fabio Biscarini, Dominique Vuillaume. (2015). Low voltage and time constant organic synapse-transistor. Organic Electronics 21 47-53. (Article publié).
- Xinjie Guo, Farnood Merrikh-Bayat, Ligang Gao, Brian D Hoskins, Fabien Alibart, Bernabe Linares-Barranco, Luke Theogarajan, Christof Teuscher, Dmitri B Strukov. (2015). Modeling and experimental demonstration of a hopfield network analog-to-digital converter with hybrid CMOS/memristor circuits. Frontiers in Neurosciences 9 (Article publié).
- Sylvain Saïghi, Christian G Mayr, Teresa Serrano-Gotarredona, Heidemarie Schmidt, Gwendal Lecerf, Jean Tomas, Julie Grollier, Sören Boyn, Adrien F Vincent, Damien Querlioz, Selina La Barbera, Fabien Alibart, Dominique Vuillaume, Olivier Bichler, Christian Gamrat, Bernabé Linares-Barranco. (2015). Plasticity in memristive devices for spiking neural networks. Frontiers in Neurosciences 9 (Article publié).
- F Alibart, E Zamanidoost, DB Strukov. (2013). Pattern classification by memristive crossbar circuits using ex situ and in situ training. Nature Communications 4 2072. (Article publié).
- Olivier Bichler, Weisheng Zhao, Fabien Alibart, Stéphane Pleutin, Stéphane Lenfant, Dominique Vuillaume, Christian Gamrat. (2013). Pavlov's dog associative learning demonstrated on synaptic-like organic transistors. Neural Computation 25 (2), 549-566. (Article publié).
- Ligang Gao, Fabien Alibart, Dmitri B Strukov. (2013). Programmable CMOS/memristor threshold logic. IEEE Transactions on Nanotechnology 12 (2), 115-119. (Article publié).
- Fabien Alibart, Dmitri B Strukov. (2013). Utilizing NDR effect to reduce switching threshold variations in memristive devices. Applied Physics A 111 (1), 199-202. (Article publié).
- Fabien Alibart, Stéphane Pleutin, Olivier Bichler, Christian Gamrat, Teresa Serrano‐Gotarredona, Bernabe Linares‐Barranco, Dominique Vuillaume. (2012). A memristive nanoparticle/organic hybrid synapstor for neuroinspired computing. Advanced Functionnal Materials 22 (3), 609-616. (Article publié).
- Fabien Alibart, Ligang Gao, Brian D Hoskins, Dmitri B Strukov. (2012). High precision tuning of state for memristive devices by adaptable variation-tolerant algorithm. Nanotechnology 23 (7), 075201. (Article publié).
- Yunseok Kim, Anna N Morozovska, Amit Kumar, Stephen Jesse, Eugene A Eliseev, Fabien Alibart, Dmitri Strukov, Sergei V Kalinin. (2012). Ionically-mediated electromechanical hysteresis in transition metal oxides. ACS Nano 6 (8), 7026-7033. (Article publié).
- Dmitri B Strukov, Fabien Alibart, R Stanley Williams. (2012). Thermophoresis/diffusion as a plausible mechanism for unipolar resistive switching in metal–oxide–metal memristors. Applied Physics A 107 (3), 509-518. (Article publié).
Chapitres de livre
- Selina La Barbera, Fabien Alibart. (2017). Synaptic Plasticity with Memristive Nanodevices. Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices (Springer India, 17-43). Springer India. (Article publié).
Articles de conférence
- G Sassine, N Najjari, N Defrance, C Haenssler, D Theron, F Alibart, K Haddadi. (2017). Memristor device characterization by scanning microwave microscopy. IEEE proceeding, (Article publié).
- C. H. Bennett, S. La Barbera, A. F. Vincent, J.-O. Klein, F. Alibart and D. Querlioz. (2016). Exploiting the Short-term to Long-term Plasticity Transition in Memristive Nanodevice Learning Architectures. IJCNN, (Article publié).
- F. Merrikh-Bayat, F. Alibart, L. Gao, D. Strukov. (2015). A reconfigurable FIR filter with memristor based weights. ISCAS 15. (Article publié).
- M. Suri, V. Parmar, A. Kumar, D. Querlioz, F. Alibart. (2015). Neuromorphic hybrid RRAM-CMOS RBM architecture. 15th Non-Volatile Memory Technology Symposium. (Article publié).
- M. Suri, V. Parmar, F. Alibart. (2015). OXRAM based ELM architecture for multi-class classification applications. IJCNN. (Article publié).
- S. La Barbera, A.F. Vincent, D. Vuillaume, D. Querlioz, F. Alibart. (2015). Short-term to long-term plasticity transition in filamentary switching for memory applications. Memrisys, (Article publié).
- F. Alibart and D. Strukov. (2014). Pattern classification and recognition with memristive circuits. DATE 2014, (Article publié).
- L. Gao, F. Alibart, and D.B. Strukov. (2013). A high resolution nonvolatile analog memory ionic devices. Non-Volatiles Memories Workshop. (Article publié).
- L. Gao, F. Merrikh-Bayat, F. Alibart, D.B. Strukov. (2013). Digital-to-analog and Analog-to-Digital conversion with metal oxide memristors for ultra-low power computing. NANOARCH. (Article publié).
- L Gao, F Alibart, DB Strukov. (2012). Analog-input analog-weight dot-product operation with Ag/a-Si/Pt memristive devices. VLSI and System On Chip. (Article publié).
Autres contributions
Gestion d'évènements
- Scientific board member. (2017) EMRS fall meeting - Varsaw. (Conférence).
- Technical program commitee. (2016) NANOARCH 2016. (Conférence).
- Executive/scientific board member. (2016) 2nd national workshop - GdR BioComp. (Atelier).
- Executive/scientific board member. (2015) 1st national workshop - GdR BioComp. (Atelier).
- Scientific board member. (2014) 1st national workshop - GdR OXYFUN. (Atelier).
Activités de collaboration internationale
- Collaborator. France. Collaboration with JPArc laboratory for the development of bio-nano interfaces. Collaborator in ERC-IONOS project.
- collaborator. France. Collaboaration with D. Querlioz (C2N) on novel computing paradigm exploration. Exchange of students between our respectives laboratories. Collaboration with Jean-Michel Portal (Univ. Aix-Marseille) for CMOS design on novel architecture with embedded memories.
- Collaborator. États-Unis. Exchange of expertise between my lab and D. Strukov's lab (University of Santa Barbara California). I was a visiting scientist at UCSB from March 2018 to august 2018.
- Collaborator. Allemagne. development of SMM setup in Germany in collaboration between University of Oldenburg and University of Lille (France).
Présentations
- (2018). Exploiting nanodevices dynamics in neuromorphic approaches. MRS Spring Meeting. phoenix, États-Unis
- (2018). Memristives devices: from bio-inspired computing to artificial neural networks. JMC2018. grenoble, France
- (2017). Memristive devices: from bio-inspired computing to artificial neural networks. ISNNE. Bordeaux, France
- (2016). Dévelopement de mémoires en architecture crossbar de haute densité pour un traitement de l'information neuromorphique. 7ème colloque du Laboratoire Nanotechnologies et Nanosystèmes (LN2). bromont, Canada
- (2016). From bio-inspired computing to artificial neural networks. E-MRS Fall 2016. Varsaw, Pologne
- (2016). Memristive devices: from bio-inspired computing to artificial neural networks. Journées du club EEA. Marseille, France
- (2015). Memristive devices for neuromorphic computing. 1er colloque du GdR BioComp. Saint Paul de Vence, France
- (2015). Neuromorphic computing with emerging nanotechnologies. DN2M. lille, France
- (2015). RRAM devices: state of the art and challenges. 1er colloque du GdR BioComp. Saint Paul de Vence, France
- (2014). Neuromorphic computing with memristive devices. 1er colloque du GdR Oxyfun. Autrans, France
- (2014). Pattern Classification with memristive devices arrays. Nano and Giga Challenges. Phoenix, États-Unis
- (2014). RRAM devices: state of the art and challenges. 1er colloque naitional du GdR Oxyfun. Autrans, France
- (2013). Memristives technologies for neuromorphic applications. Colloque mémoires non-volatiles émergentes. Nantes, France
- (2013). Neuromorphic computing with memristive devices. Functional oxides for integration in micro and nano electronics workshop. Autrans, France
- (2012). Neuromorphic computing with memristive devices. EPICO. Buenos Aires, Argentine