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Tifenn Hirtzlin
Tifenn Hirtzlin
CEA - LETI
Adresse e-mail validée de cea.fr
Titre
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Année
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
5122018
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
1862018
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
882018
Digital biologically plausible implementation of binarized neural networks with differential hafnium oxide resistive memory arrays
T Hirtzlin, M Bocquet, B Penkovsky, E Vianello, JM Portal, D Querlioz
Frontiers in neuroscience 13, 489982, 2020
652020
Synaptic metaplasticity in binarized neural networks
A Laborieux, M Ernoult, T Hirtzlin, D Querlioz
Nature communications 12 (1), 2549, 2021
582021
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
482017
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
472019
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
432019
A memristor-based Bayesian machine
KE Harabi, T Hirtzlin, C Turck, E Vianello, R Laurent, J Droulez, ...
Nature Electronics 6 (1), 52-63, 2023
242023
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
192019
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
172019
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
132020
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
122018
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
112022
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
112022
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
102020
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
92023
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
92022
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
92020
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
72022
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