Memory devices and applications for in-memory computing
Sebastian, Abu, Le Gallo, Manuel, Khaddam-Aljameh, Riduan, Eleftheriou, Evangelos
Published in Nature nanotechnology (01.07.2020)
Published in Nature nanotechnology (01.07.2020)
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Accurate deep neural network inference using computational phase-change memory
Joshi, Vinay, Le Gallo, Manuel, Haefeli, Simon, Boybat, Irem, Nandakumar, S. R., Piveteau, Christophe, Dazzi, Martino, Rajendran, Bipin, Sebastian, Abu, Eleftheriou, Evangelos
Published in Nature communications (18.05.2020)
Published in Nature communications (18.05.2020)
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Journal Article
Computational phase-change memory: beyond von Neumann computing
Sebastian, Abu, Le Gallo, Manuel, Eleftheriou, Evangelos
Published in Journal of physics. D, Applied physics (30.10.2019)
Published in Journal of physics. D, Applied physics (30.10.2019)
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Journal Article
Tutorial: Brain-inspired computing using phase-change memory devices
Sebastian, Abu, Le Gallo, Manuel, Burr, Geoffrey W., Kim, Sangbum, BrightSky, Matthew, Eleftheriou, Evangelos
Published in Journal of applied physics (21.09.2018)
Published in Journal of applied physics (21.09.2018)
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Neuromorphic computing with multi-memristive synapses
Boybat, Irem, Le Gallo, Manuel, Nandakumar, S. R., Moraitis, Timoleon, Parnell, Thomas, Tuma, Tomas, Rajendran, Bipin, Leblebici, Yusuf, Sebastian, Abu, Eleftheriou, Evangelos
Published in Nature communications (28.06.2018)
Published in Nature communications (28.06.2018)
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Journal Article
Temporal correlation detection using computational phase-change memory
Sebastian, Abu, Tuma, Tomas, Papandreou, Nikolaos, Le Gallo, Manuel, Kull, Lukas, Parnell, Thomas, Eleftheriou, Evangelos
Published in Nature communications (24.10.2017)
Published in Nature communications (24.10.2017)
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Journal Article
Projected phase-change memory devices
Koelmans, Wabe W., Sebastian, Abu, Jonnalagadda, Vara Prasad, Krebs, Daniel, Dellmann, Laurent, Eleftheriou, Evangelos
Published in Nature communications (03.09.2015)
Published in Nature communications (03.09.2015)
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Journal Article
A Survey of Control Issues in Nanopositioning
Devasia, S., Eleftheriou, E., Moheimani, S.O.R.
Published in IEEE transactions on control systems technology (01.09.2007)
Published in IEEE transactions on control systems technology (01.09.2007)
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Journal Article
On the visual analytic intelligence of neural networks
Woźniak, Stanisław, Jónsson, Hlynur, Cherubini, Giovanni, Pantazi, Angeliki, Eleftheriou, Evangelos
Published in Nature communications (25.09.2023)
Published in Nature communications (25.09.2023)
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Journal Article
Accelerating Inference of Convolutional Neural Networks Using In-memory Computing
Dazzi, Martino, Sebastian, Abu, Benini, Luca, Eleftheriou, Evangelos
Published in Frontiers in computational neuroscience (03.08.2021)
Published in Frontiers in computational neuroscience (03.08.2021)
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Mixed-Precision Deep Learning Based on Computational Memory
Nandakumar, S R, Le Gallo, Manuel, Piveteau, Christophe, Joshi, Vinay, Mariani, Giovanni, Boybat, Irem, Karunaratne, Geethan, Khaddam-Aljameh, Riduan, Egger, Urs, Petropoulos, Anastasios, Antonakopoulos, Theodore, Rajendran, Bipin, Sebastian, Abu, Eleftheriou, Evangelos
Published in Frontiers in neuroscience (12.05.2020)
Published in Frontiers in neuroscience (12.05.2020)
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Journal Article
Publisher Correction: Memory devices and applications for in-memory computing
Sebastian, Abu, Le Gallo, Manuel, Khaddam-Aljameh, Riduan, Eleftheriou, Evangelos
Published in Nature nanotechnology (01.09.2020)
Published in Nature nanotechnology (01.09.2020)
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Journal Article
Recent Progress in Phase-Change Memory Technology
Burr, Geoffrey W., BrightSky, Matthew J., Sebastian, Abu, Huai-Yu Cheng, Jau-Yi Wu, Sangbum Kim, Sosa, Norma E., Papandreou, Nikolaos, Hsiang-Lan Lung, Pozidis, Haralampos, Eleftheriou, Evangelos, Lam, Chung H.
Published in IEEE journal on emerging and selected topics in circuits and systems (01.06.2016)
Published in IEEE journal on emerging and selected topics in circuits and systems (01.06.2016)
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Journal Article
Convergence Behavior of DNNs with Mutual-Information-Based Regularization
Jónsson, Hlynur, Cherubini, Giovanni, Eleftheriou, Evangelos
Published in Entropy (Basel, Switzerland) (30.06.2020)
Published in Entropy (Basel, Switzerland) (30.06.2020)
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Journal Article
Temperature Evolution in Nanoscale Carbon-Based Memory Devices Due to Local Joule Heating
Bachmann, T. A., Alexeev, A. M., Koelmans, W. W., Zipoli, Federico, Ott, A. K., Dou, C., Ferrari, A. C., Nagareddy, V. Karthik, Craciun, M. F., Jonnalagadda, V. P., Curioni, Alessandro, Sebastian, A., Eleftheriou, Evangelos, Wright, C. David
Published in IEEE transactions on nanotechnology (01.09.2017)
Published in IEEE transactions on nanotechnology (01.09.2017)
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Journal Article
A 256-Mcell Phase-Change Memory Chip Operating at 2 Bit/Cell
Close, G. F., Frey, U., Morrish, J., Jordan, R., Lewis, S., Maffitt, T., BrightSky, M., Hagleitner, C., Lam, C., Eleftheriou, E.
Published in IEEE transactions on circuits and systems. I, Regular papers (01.06.2013)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.06.2013)
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