Scaled resistively-coupled VO2 oscillators for neuromorphic computing E Corti, B Gotsmann, K Moselund, AM Ionescu, J Robertson, S Karg Solid-state electronics 168, 107729, 2020 | 57 | 2020 |
Coupled VO2 Oscillators Circuit as Analog First Layer Filter in Convolutional Neural Networks E Corti, JA Cornejo Jimenez, KM Niang, J Robertson, KE Moselund, ... Frontiers in Neuroscience 15, 628254, 2021 | 40 | 2021 |
Time-delay encoded image recognition in a network of resistively coupled VO₂ on Si oscillators E Corti, A Khanna, K Niang, J Robertson, KE Moselund, B Gotsmann, ... IEEE Electron Device Letters 41 (4), 629-632, 2020 | 40 | 2020 |
How frequency injection locking can train oscillatory neural networks to compute in phase A Todri-Sanial, S Carapezzi, C Delacour, M Abernot, T Gil, E Corti, ... IEEE transactions on neural networks and learning systems 33 (5), 1996-2009, 2021 | 35 | 2021 |
Resistive Coupled VO2 Oscillators for Image Recognition E Corti, B Gotsmann, K Moselund, I Stolichnov, A Ionescu, S Karg 2018 IEEE International Conference on Rebooting Computing (ICRC), 1-7, 2018 | 32 | 2018 |
Oscillatory Neural Networks Using VO2 Based Phase Encoded Logic J Núñez, MJ Avedillo, M Jiménez, JM Quintana, A Todri-Sanial, E Corti, ... Frontiers in Neuroscience 15, 655823, 2021 | 24 | 2021 |
Advanced design methods from materials and devices to circuits for brain-inspired oscillatory neural networks for edge computing S Carapezzi, G Boschetto, C Delacour, E Corti, A Plews, A Nejim, S Karg, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021 | 17 | 2021 |
Multi-scale modeling and simulation flow for oscillatory neural networks for edge computing S Carapezzi, C Delacour, G Boschetto, E Corti, M Abernot, A Nejim, T Gil, ... 2021 19th IEEE International New Circuits and Systems Conference (NEWCAS), 1-5, 2021 | 8 | 2021 |
Insights Into the Dynamics of Coupled VO2 Oscillators for ONNs J Núñez, JM Quintana, MJ Avedillo, M Jiménez, A Todri-Sanial, E Corti, ... IEEE Transactions on Circuits and Systems II: Express Briefs 68 (10), 3356-3360, 2021 | 6 | 2021 |
VO2 oscillators coupling for Neuromorphic Computation E Corti, B Gotsmann, K Moselund, I Stolichnov, A Ionescu, G Zhong, ... 2019 Joint International EUROSOI Workshop and International Conference on …, 2019 | 3 | 2019 |
Radiofrequency simulations of dipolar spin waves in saturated YIG E Corti Politecnico di Milano, 2016 | 3 | 2016 |
Networks of Coupled VO2 Oscillators for Neuromorphic Computing E Corti EPFL, 2021 | 2 | 2021 |
Frequency Injection Locking-Controlled Oscillations for Synchronized Operations in VO2 Crossbar Devices E Corti, C Delacour, A Todri-Sanial, S Karg 2021 Device Research Conference (DRC), 1-2, 2021 | 1 | 2021 |
EU H2020 NeurONN: Two-Dimensional Oscillatory Neural Networks for Energy Efficient Neuromorphic Computing A Todri-Sanial, T Gil, N Azemard, J Salles, E Karachristou, S Carapezzi, ... EuroNanoForum 2021, 2021 | 1 | 2021 |
Training of oscillatory neural networks SF Karg, E Corti US Patent 11,977,982, 2024 | | 2024 |
Coupled Analog First VO2 Layer Oscillators Filter in Circuit as Convolutional Neural Networks E Corti, JAC Jimenez, KM Niang, J Robertson, KE Moselund, B Gotsmann, ... Physical neuromorphic computing and its industrial applications, 23, 2023 | | 2023 |
Improvements in accuracy of quantum algorithms for chemical systems, without additional cost J Rice, M Motta, T Gujarati American Chemical Society (ACS) Spring Meeting, 2022 | | 2022 |
Feature recognition with oscillating neural network SF Karg, E Corti US Patent 11,164,068, 2021 | | 2021 |
VO2 oscillators on Si platform for neuromorphic computing applications S Carapezzi, E Corti, G Boschetto, S Karg, A Todri-Sanial E-MRS 2021-Fall Meeting of the European Materials Research Society, 2021 | | 2021 |
TCAD electrothermal simulations of self-oscillations in vanadium dioxide devices for oscillatory neural networks S Carapezzi, E Corti, A Nejim, S Karg, A Todri-Sanial | | 2021 |