Search - CEA - Commissariat à l’énergie atomique et aux énergies alternatives Access content directly

Filter your results

44 Results
authIdHal_s : damien-querlioz
Image document

Digital Biologically Plausible Implementation of Binarized Neural Networks With Differential Hafnium Oxide Resistive Memory Arrays

Tifenn Hirtzlin , Marc Bocquet , Bogdan Penkovsky , Jacques-Olivier Klein , Etienne Nowak , et al.
Frontiers in Neuroscience, 2020, 13, ⟨10.3389/fnins.2019.01383⟩
Journal articles hal-02436382v1
Image document

Non-volatile ionic modification of the Dzyaloshinskii Moriya Interaction

L. Herrera Diez , Y Liu , D. Gilbert , M. Belmeguenai , Jan Vogel , et al.
Physical Review Applied, 2019, 12 (3), pp.034005. ⟨10.1103/PhysRevApplied.12.034005⟩
Journal articles hal-02331252v1
Image document

Physical Realization of a Supervised Learning System Built with Organic Memristive Synapses

Yu-Pu Lin , Christopher H. Bennett , Théo Cabaret , Damir Vodenicarevic , Djaafar Chabi , et al.
Scientific Reports, 2016, 6, pp.31932. ⟨10.1038/srep31932⟩
Journal articles cea-01361933v1
Image document

Stochastic neuron design using conductive bridge RAM

Giorgio Palma , Manan Suri , Damien Querlioz , Elisa Vianello , Barbara de Salvo
2013 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), Jul 2013, New York, United States. ⟨10.1109/NanoArch.2013.6623051⟩
Conference papers hal-01827051v1
Image document

Low-Overhead Implementation of Binarized Neural Networks Employing Robust 2T2R Resistive RAM Bridges

M. Ezzadeen , A. Majumdar , Marc Bocquet , B. Giraud , J.-P. Noel , et al.
ESSCIRC 2021 - IEEE 47th European Solid State Circuits Conference (ESSCIRC), Sep 2021, Grenoble, France. pp.83-86, ⟨10.1109/ESSCIRC53450.2021.9567742⟩
Conference papers hal-03597353v1

Role of synaptic variability in resistive memory-based spiking neural networks with unsupervised learning

Denys Ly , Alessandro Grossi , Claire Fenouillet-Beranger , Etienne Nowak , Damien Querlioz , et al.
Journal of Physics D: Applied Physics, 2018, 51 (44), pp.444002. ⟨10.1088/1361-6463/aad954⟩
Journal articles hal-02350259v1

Probabilistic neuromorphic system using binary phase-change memory (PCM) synapses: Detailed power consumption analysis

D. Garbin , M. Suri , O. Bichler , D. Querlioz , C. Gamrat , et al.
2013 13th IEEE International Conference on Nanotechnology (IEEE-NANO 2013), Aug 2013, Beijing, China. pp.91-94, ⟨10.1109/NANO.2013.6721057⟩
Conference papers cea-01839868v1

Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity.

Olivier Bichler , Damien Querlioz , Simon J Thorpe , Jean-Philippe Bourgoin , Christian Gamrat
Neural Networks, 2012, 32, pp.339-48. ⟨10.1016/j.neunet.2012.02.022⟩
Journal articles istex hal-00706681v1

Narrow Heater Bottom Electrode-Based Phase Change Memory as a Bidirectional Artificial Synapse

Selina La Barbera , Denys Ly , Gabriele Navarro , Niccolo Castellani , Olga Cueto , et al.
Advanced Electronic Materials, 2018, 4 (9), pp.1800223. ⟨10.1002/aelm.201800223⟩
Journal articles cea-02183803v1
Image document

Memory-Centric Neuromorphic Computing With Nanodevices

Damien Querlioz , Tifenn Hirtzlin , Jacques-Olivier Klein , Etienne Nowak , Elisa Vianello , et al.
Biomedical Circuits and Systems Conference (BiOCAS), Oct 2019, Nara, Japan. ⟨10.1109/BIOCAS.2019.8919010⟩
Conference papers hal-02399731v1
Image document

Immunity to Device Variations in a Spiking Neural Network With Memristive Nanodevices

Damien Querlioz , Olivier Bichler , Philippe Dollfus , Christian Gamrat
IEEE Transactions on Nanotechnology, 2013, 12 (3), pp.288 - 295. ⟨10.1109/TNANO.2013.2250995⟩
Journal articles hal-01826840v1
Image document

Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy

Eduardo Esmanhotto , Tifenn Hirtzlin , Djohan Bonnet , Niccolo Castellani , Jean-Michel Portal , et al.
Advanced Intelligent Systems, 2022, ⟨10.1002/aisy.202200145⟩
Journal articles hal-03861116v1
Image document

Model of the Weak Reset Process in HfO x Resistive Memory for Deep Learning Frameworks

Atreya Majumdar , Marc Bocquet , Tifenn Hirtzlin , Axel Laborieux , Jacques-Olivier Klein , et al.
IEEE Transactions on Electron Devices, 2021, 68 (10), pp.4925-4932. ⟨10.1109/TED.2021.3108479⟩
Journal articles hal-03372056v1
Image document

Outstanding Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks

T Hirtzlin , Marc Bocquet , J.-O Klein , E. Nowak , E. Vianello , et al.
IEEE International Conference on Artificial Intellignence Circuits and Systems (AICAS), Mar 2019, Hsinshu, Taiwan. ⟨10.1109/AICAS.2019.8771544⟩
Conference papers hal-02159142v1
Image document

CBRAM devices as binary synapses for low-power stochastic neuromorphic systems: auditory (cochlea) and visual (retina) cognitive processing applications

M. Suri , O. Bichler , D. Querlioz , G. Palma , E. Vianello , et al.
IEEE International Electron Devices Meeting, Dec 2012, San Francisco, CA, United States. ⟨10.1109/IEDM.2012.6479017⟩
Conference papers hal-00803088v1

Phase change memory for neuromorphic systems and applications

M. Suri , O. Bichler , D. Querlioz , V. Sousa , L. Perniola , et al.
12th European-Phase Change and Ovonics Symposium, E-PCOS 2013, 2013, Berlin, Germany
Conference papers hal-00957793v1
Image document

Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems

Adrien F Vincent , Jérôme Larroque , Nicolas Locatelli , Nesrine Ben Romdhane , Olivier Bichler , et al.
IEEE Transactions on Biomedical Circuits and Systems, 2015, 9 (2), pp.166 - 174. ⟨10.1109/TBCAS.2015.2414423⟩
Journal articles hal-01822200v1

Theoretical analysis of spike-timing-dependent plasticity learning with memristive devices

D. Querlioz , O. Bichler , A.F. Vincent , C. Gamrat
Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices. Cognitive Systems Monographs, 31, Springer Verlag, pp.197-210, 2017, ⟨10.1007/978-81-322-3703-7_10⟩
Book sections cea-01818393v1
Image document

In-Memory Resistive RAM Implementation of Binarized Neural Networks for Medical Applications

Bogdan Penkovsky , Marc Bocquet , Tifenn Hirtzlin , Jacques-Olivier Klein , Etienne Nowak , et al.
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), Mar 2020, Grenoble, France. pp.690-695, ⟨10.23919/DATE48585.2020.9116439⟩
Conference papers hal-03218970v1
Image document

Synaptic Weight Modulation and Logic Function Learning with Electro-grafted Nano Organic Memristors

Y-P Lin , C H Bennett , D Chabi , D Vodenicarevic , D Querlioz , et al.
Nanotech France 2016, Jun 2016, Paris, France
Conference papers cea-02346364v1
Image document

Role of synaptic variability in resistive memory-based spiking neural networks with unsupervised learning

Denys R. B. Ly , Alessandro Grossi , Claire Fenouillet-Beranger , Etienne Nowak , Damien Querlioz , et al.
Journal of Physics D: Applied Physics, 2018, 51 (44), pp.444002. ⟨10.1088/1361-6463/aad954⟩
Journal articles hal-02939324v1
Image document

Implementation of Ternary Weights With Resistive RAM Using a Single Sense Operation per Synapse

Axel Laborieux , Marc Bocquet , Hirtzlin Tifenn , Jacques-Olivier Klein , Etienne Nowak , et al.
IEEE Transactions on Circuits and Systems I: Regular Papers, 2020, pp.1-10. ⟨10.1109/TCSI.2020.3031627⟩
Journal articles hal-02983778v1
Image document

Impact of PCM resistance-drift in neuromorphic systems and drift-mitigation strategy

Manan Suri , Daniele Garbin , Olivier Bichler , Damien S Querlioz , Dominique Vuillaume , et al.
2013 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), Jul 2013, New York, United States. ⟨10.1109/NanoArch.2013.6623059⟩
Conference papers hal-01827058v1
Image document

Bioinspired Programming of Memory Devices for Implementing an Inference Engine

Damien Querlioz , Olivier Bichler , Adrien Francis Vincent , Christian Gamrat
Proceedings of the IEEE, 2015, 103 (8), pp.1398 - 1416. ⟨10.1109/JPROC.2015.2437616⟩
Journal articles hal-01822199v1
Image document

Supervised Learning with Organic Memristor Devices and Prospects for Neural Crossbar Arrays

Christopher H. Bennett , Djaafar Chabi , Théo Cabaret , Bruno Jousselme , Vincent Derycke , et al.
2015 IEEE/ACM International Symposium on Nanoscale Architectures, Jul 2015, Boston, United States. pp.181-186, ⟨10.1109/NANOARCH.2015.7180609⟩
Conference papers cea-01635377v1
Image document

Plasticity in memristive devices for spiking neural networks

S. Saïghi , C.G. Mayr , T. Serrano-Gotarredona , H. Schmidt , G. Lecerf , et al.
Frontiers in Neuroscience, 2015, 9, pp.51. ⟨10.3389/fnins.2015.00051⟩
Journal articles cea-01846866v1

Multiscale simulation of carbon nanotube transistors

Cristell Maneux , Sébastien Fregonese , Thomas Zimmer , Sylvie Retailleau , Huu Nha Nguyen , et al.
Solid-State Electronics, 2013, 89, pp.26-67. ⟨10.1016/j.sse.2013.06.013⟩
Journal articles hal-00906950v1
Image document

Bioinspired networks with nanoscale memristive devices that combine the unsupervised and supervised learning approaches

D. Querlioz , W. S Zhao , P. Dollfus , J.-O Klein , O. Bichler , et al.
2012 IEEE/ACM International Symposium on Nanoscale Architectures NANOARCH '12, Jul 2012, Amsterdam, Netherlands. ⟨10.1145/2765491.2765528⟩
Conference papers hal-01839543v1
Image document

Physical aspects of low power synapses based on phase change memory devices

M. Suri , O. Bichler , D. Querlioz , B. Traore , O. Cueto , et al.
Journal of Applied Physics, 2012, 112 (5), pp.054904. ⟨10.1063/1.4749411⟩
Journal articles hal-00787372v1
Image document

Bio-inspired stochastic computing using binary CBRAM synapses

Manan Suri , Damien Querlioz , Olivier Bichler , Giorgio Palma , Elisa Vianello , et al.
IEEE Transactions on Electron Devices, 2013, 60, pp.2402-2408. ⟨10.1109/TED.2013.2263000⟩
Journal articles hal-00871918v1