| Vowel recognition with four coupled spin-torque nano-oscillators M Romera, P Talatchian, S Tsunegi, F Abreu Araujo, V Cros, P Bortolotti, ... Nature 563 (7730), 230-234, 2018 | 518 | 2018 |
| Neural-like computing with populations of superparamagnetic basis functions A Mizrahi, T Hirtzlin, A Fukushima, H Kubota, S Yuasa, J Grollier, ... Nature communications 9 (1), 1533, 2018 | 188 | 2018 |
| In-memory and error-immune differential RRAM implementation of binarized deep neural networks M Bocquet, T Hirztlin, JO Klein, E Nowak, E Vianello, JM Portal, ... 2018 IEEE International Electron Devices Meeting (IEDM), 20.6. 1-20.6. 4, 2018 | 88 | 2018 |
| Digital biologically plausible implementation of binarized neural networks with differential hafnium oxide resistive memory arrays T Hirtzlin, M Bocquet, B Penkovsky, JO Klein, E Nowak, E Vianello, ... Frontiers in neuroscience 13, 1383, 2020 | 66 | 2020 |
| Synaptic metaplasticity in binarized neural networks A Laborieux, M Ernoult, T Hirtzlin, D Querlioz Nature communications 12 (1), 2549, 2021 | 61 | 2021 |
| Outstanding bit error tolerance of resistive ram-based binarized neural networks T Hirtzlin, M Bocquet, JO Klein, E Nowak, E Vianello, JM Portal, ... 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019 | 48 | 2019 |
| Low voltage 25Gbps silicon Mach-Zehnder modulator in the O-band D Perez-Galacho, C Baudot, T Hirtzlin, S Messaoudène, N Vulliet, ... Optics Express 25 (10), 11217-11222, 2017 | 48 | 2017 |
| Stochastic computing for hardware implementation of binarized neural networks T Hirtzlin, B Penkovsky, M Bocquet, JO Klein, JM Portal, D Querlioz IEEE Access 7, 76394-76403, 2019 | 44 | 2019 |
| A memristor-based Bayesian machine KE Harabi, T Hirtzlin, C Turck, E Vianello, R Laurent, J Droulez, ... Nature Electronics 6 (1), 52-63, 2023 | 25 | 2023 |
| Implementing binarized neural networks with magnetoresistive ram without error correction T Hirtzlin, B Penkovsky, JO Klein, N Locatelli, AF Vincent, M Bocquet, ... 2019 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), 1-5, 2019 | 20 | 2019 |
| Hybrid analog-digital learning with differential rram synapses T Hirtzlin, M Bocquet, M Ernoult, JO Klein, E Nowak, E Vianello, JM Portal, ... 2019 IEEE International Electron Devices Meeting (IEDM), 22.6. 1-22.6. 4, 2019 | 17 | 2019 |
| Low power in-memory implementation of ternary neural networks with resistive ram-based synapse A Laborieux, M Bocquet, T Hirtzlin, JO Klein, LH Diez, E Nowak, ... 2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020 | 13 | 2020 |
| Experimental demonstration of multilevel resistive random access memory programming for up to two months stable neural networks inference accuracy E Esmanhotto, T Hirtzlin, D Bonnet, N Castellani, JM Portal, D Querlioz, ... Advanced Intelligent Systems 4 (11), 2200145, 2022 | 12 | 2022 |
| Circuit-level evaluation of the generation of truly random bits with superparamagnetic tunnel junctions D Vodenicarevic, N Locatelli, A Mizrahi, T Hirtzlin, JS Friedman, J Grollier, ... 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2018 | 12 | 2018 |
| Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks F Moro, E Esmanhotto, T Hirtzlin, N Castellani, A Trabelsi, T Dalgaty, ... 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 380-383, 2022 | 11 | 2022 |
| In-memory resistive ram implementation of binarized neural networks for medical applications B Penkovsky, M Bocquet, T Hirtzlin, JO Klein, E Nowak, E Vianello, ... 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 690-695, 2020 | 10 | 2020 |
| Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks D Bonnet, T Hirtzlin, A Majumdar, T Dalgaty, E Esmanhotto, V Meli, ... Nature Communications 14 (1), 7530, 2023 | 9 | 2023 |
| 1S1R optimization for high‐frequency inference on binarized spiking neural networks J Minguet Lopez, Q Rafhay, M Dampfhoffer, L Reganaz, N Castellani, ... Advanced Electronic Materials 8 (8), 2200323, 2022 | 9 | 2022 |
| Implementation of ternary weights with resistive RAM using a single sense operation per synapse A Laborieux, M Bocquet, T Hirtzlin, JO Klein, E Nowak, E Vianello, ... IEEE Transactions on Circuits and Systems I: Regular Papers 68 (1), 138-147, 2020 | 9 | 2020 |
| 1S1R sub-threshold operation in Crossbar arrays for low power BNN inference computing JM Lopez, F Rummens, L Reganaz, A Heraud, T Hirtzlin, L Grenouillet, ... 2022 IEEE International Memory Workshop (IMW), 1-4, 2022 | 7 | 2022 |
Damien QuerliozResearch Scientist, CNRS, Université Paris-SaclayVerified email at u-psud.fr
