Damien Querlioz
- Physics for Neuromorphic Computing
2020/03/08 by Danijela Markovic, Markovic, Danijela, Alice Mizrahi +5 · 1 voice · 44 citations
Computer Science · Physics and Astronomy · #Applied Physics (physics.app-ph) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #cs.ET #physics.app-ph
- Spintronics for neuromorphic computing
2020/07/12 by J. Grollier, Julie Grollier, Damien Querlioz +14 · 1 voice · 37 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Applied Physics (physics.app-ph) #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Materials Science (cond-mat.mtrl-sci) #Neural Networks and Reservoir Computing #cond-mat.mtrl-sci #physics.app-ph
- Neuromorphic computing with nanoscale spintronic oscillators
2017/01/25 by Jacob Torrejon, Jacob Torrejón, Torrejon, Jacob +24 · 28 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.ET
- Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing its Gradient Estimator Bias
2020/06/06 by Axel Laborieux, Laborieux, Axel, Maxence Ernoult +9 · 15 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Domain Adaptation and Few-Shot Learning #Neural dynamics and brain function #cs.NE
- Roadmap to Neuromorphic Computing with Emerging Technologies
2024/07/02 by Adnan Mehonić, Daniele Ielmini, Mehonic, Adnan +100 · 19 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Quantum Computing Algorithms and Architecture
- Stochastic Computing for Hardware Implementation of Binarized Neural Networks
2019/06/03 by Tifenn Hirtzlin, Bogdan Penkovsky, Hirtzlin, Tifenn +12 · 1 voice · 3 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications #cs.ET
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input
2019/05/31 by Maxence Ernoult, Julie Grollier, Ernoult, Maxence +7 · 6 citations
Computer Science · Engineering · Mathematics · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #cs.LG #cs.NE #stat.ML
- Neural-like computing with populations of superparamagnetic basis functions
2016/10/27 by Alice Mizrahi, Mizrahi, Alice, Tifenn Hirtzlin +11 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications #cond-mat.mes-hall #cs.ET #q-bio.NC
- Multilayer spintronic neural networks with radio-frequency connections
2022/11/07 by Andrew Ross, Ross, Andrew, Nathan Leroux +39 · 7 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Magnetic properties of thin films #Neural Networks and Reservoir Computing
- Low-Energy Truly Random Number Generation with Superparamagnetic Tunnel Junctions for Unconventional Computing
2017/06/16 by Damir Vodenicarevic, Nicolas Locatelli, Alice Mizrahi +10 · 1 voice · 1 citation
Physics and Astronomy · #cond-mat.mes-hall #physics.app-ph
- Equilibrium Propagation with Continual Weight Updates
2020/04/29 by Maxence Ernoult, Ernoult, Maxence, Julie Grollier +7 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #cs.LG #cs.NE #stat.ML
- EqSpike: Spike-driven Equilibrium Propagation for Neuromorphic Implementations
2020/10/15 by Erwann Martin, Maxence Ernoult, Martin, Erwann +11 · 4 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #cs.NE
- A Memristor-Based Bayesian Machine
2021/12/20 by Kamel-Eddine Harabi, Harabi, Kamel-Eddine, Tifenn Hirtzlin +19 · 2 voices · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Radiation Effects in Electronics #cs.ET
- Binding events through the mutual synchronization of spintronic nano-neurons
2020/01/22 by Miguel Romera, M. Romera, Romera, Miguel +22 · 3 citations
Neuroscience · Physics and Astronomy · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Neural dynamics and brain function #Neuroscience and Neural Engineering #Photoreceptor and optogenetics research #physics.app-ph
- Spintronic memristors for computing
2021/12/06 by Qiming Shao, Shao, Qiming, Zhongrui Wang +9 · 1 voice · 2 citations
Computer Science · Physics and Astronomy · #Applied Physics (physics.app-ph) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #cond-mat.mtrl-sci #cs.ET #physics.app-ph
- Spintronic nano-devices for bio-inspired computing
2016/06/24 by Julie Grollier, Grollier, Julie, Damien Querlioz +3 · 1 citation
Computer Science · Physics and Astronomy · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #cond-mat.mes-hall #cs.ET
- Noise-enhanced synchronization of stochastic magnetic oscillators
2014/05/17 by Nicolas Locatelli, Locatelli, Nicolas, Alice Mizrahi +21 · 1 citation
Physics and Astronomy · #Adaptation and Self-Organizing Systems (nlin.AO) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #cond-mat.mes-hall #cond-mat.mtrl-sci #nlin.AO
- Digital Biologically Plausible Implementation of Binarized Neural Networks with Differential Hafnium Oxide Resistive Memory Arrays
2019/08/12 by Tifenn Hirtzlin, Marc Bocquet, Hirtzlin, Tifenn +16 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Semiconductor materials and devices #cs.ET
- Powering AI at the Edge: A Robust, Memristor-based Binarized Neural Network with Near-Memory Computing and Miniaturized Solar Cell
2023/05/22 by Fadi Jebali, Atreya Majumdar, Jebali, Fadi +29 · 2 citations
Engineering · Materials Science · Neuroscience · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Photoreceptor and optogenetics research #Transition Metal Oxide Nanomaterials
- Training Dynamical Binary Neural Networks with Equilibrium Propagation
2021/03/16 by Jérémie Laydevant, Laydevant, Jérémie, Maxence Ernoult +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #cs.NE
- Skyrmion Gas Manipulation for Probabilistic Computing
2017/01/31 by Daniele Pinna, D. Pinna, F. Abreu Araujo +13 · 1 citation
Computer Science · Physics and Astronomy · #Character (mathematics) #Logic gate #Magnetic properties of thin films #Motion (physics) #Probabilistic logic #Quantum Computing Algorithms and Architecture #Quantum many-body systems #Skyrmion #Stochastic computing #cond-mat.dis-nn #cond-mat.mes-hall #physics.comp-ph
- Exploiting the Short-term to Long-term Plasticity Transition in Memristive Nanodevice Learning Architectures
2016/06/27 by Christopher H. Bennett, Bennett, Christopher H., Selina La Barbera +7 · 1 voice
Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Machine Learning and ELM #cs.NE #nlin.AO
- Use of Magnetoresistive Random-Access Memory as Approximate Memory for Training Neural Networks
2018/10/25 by Nicolas Locatelli, Adrien F. Vincent, Locatelli, Nicolas +3 · 1 voice
Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Applied Physics (physics.app-ph) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications #cs.ET #physics.app-ph