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1

Memory devices and applications for in-memory computing

Sebastian, Abu, Le Gallo, Manuel, Khaddam-Aljameh, Riduan, Eleftheriou, Evangelos

Journal:

Nature Nanotechnology

Year:

2020

Language:

english

File:

PDF, 3.48 MB

english, 2020

2

In-memory computing on a photonic platform

Ríos, Carlos, Youngblood, Nathan, Cheng, Zengguang, Le Gallo, Manuel, Pernice, Wolfram H. P., Wright, C. David, Sebastian, Abu, Bhaskaran, Harish

Journal:

Science Advances

Year:

2019

Language:

english

File:

PDF, 1009 KB

english, 2019

3

[IEEE 2018 IEEE International Symposium on Circuits and Systems (ISCAS) - Florence, Italy (2018.5.27-2018.5.30)] 2018 IEEE International Symposium on Circuits and Systems (ISCAS) - Mixed-precision architecture based on computational memory for training deep neural networks

Nandakumar, S. R., Le Gallo, Manuel, Boybat, Irem, Rajendran, Bipin, Sebastian, Abu, Eleftheriou, Evangelos

Year:

2018

Language:

english

File:

PDF, 1.87 MB

english, 2018

4

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

Journal:

Nature Communications

Year:

2018

Language:

english

File:

PDF, 1.33 MB

english, 2018

5

Memristive Devices for Brain-Inspired Computing || Phase-change memory

Le Gallo, Manuel

Year:

2020

File:

PDF, 1.66 MB

2020

6

[IEEE 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Genova, Italy (2020.8.31-2020.9.2)] 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) - Temperature Compensation Schemes for In-Memory Computing using Phase-Change Memory

Giannopoulos, Iason, Gallo, Manuel Le, Jonnalagadda, Vara Prasad, Eleftheriou, Evangelos, Sebastian, Abu

Year:

2020

File:

PDF, 362 KB

2020

7

Stochastic phase-change neurons

Tuma, Tomas, Pantazi, Angeliki, Le Gallo, Manuel, Sebastian, Abu, Eleftheriou, Evangelos

Journal:

Nature Nanotechnology

Year:

2016

Language:

english

File:

PDF, 4.78 MB

english, 2016

8

Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses

Nandakumar, S. R., Boybat, Irem, Le Gallo, Manuel, Eleftheriou, Evangelos, Sebastian, Abu, Rajendran, Bipin

Journal:

Scientific Reports

Year:

2020

File:

PDF, 3.75 MB

2020

9

[IEEE 2020 IEEE International Symposium on Circuits and Systems (ISCAS) - Sevilla (2020.10.12-2020.10.14)] 2020 IEEE International Symposium on Circuits and Systems (ISCAS) - Accurate Emulation of Memristive Crossbar Arrays for In-Memory Computing

Petropoulos, Anastasios, Boybat, Irem, Le Gallo, Manuel, Eleftheriou, Evangelos, Sebastian, Abu, Antonakopoulos, Theodore

Year:

2020

File:

PDF, 1.36 MB

2020

10

[IEEE 2020 IEEE International Symposium on Circuits and Systems (ISCAS) - Sevilla (2020.10.12-2020.10.14)] 2020 IEEE International Symposium on Circuits and Systems (ISCAS) - ESSOP: Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning

Joshi, Vinay, Karunaratne, Geethan, Le Gallo, Manuel, Boybat, Irem, Piveteau, Christophe, Sebastian, Abu, Rajendran, Bipin, Eleftheriou, Evangelos

Year:

2020

File:

PDF, 481 KB

2020

11

Monatomic phase change memory

Salinga, Martin, Kersting, Benedikt, Ronneberger, Ider, Jonnalagadda, Vara Prasad, Vu, Xuan Thang, Le Gallo, Manuel, Giannopoulos, Iason, Cojocaru-Mirédin, Oana, Mazzarello, Riccardo, Sebastian, Abu

Journal:

Nature Materials

Year:

2018

Language:

english

File:

PDF, 1.37 MB

english, 2018

12

Evidence for thermally assisted threshold switching behavior in nanoscale phase-change memory cells

Le Gallo, Manuel, Athmanathan, Aravinthan, Krebs, Daniel, Sebastian, Abu

Journal:

Journal of Applied Physics

Year:

2016

Language:

english

File:

PDF, 2.92 MB

english, 2016

13

Detecting correlations using phase-change neurons and synapses

Tuma, Tomas, Le Gallo, Manuel, Sebastian, Abu, Eleftheriou, Evangelos

Journal:

IEEE Electron Device Letters

Year:

2016

Language:

english

File:

PDF, 919 KB

english, 2016

14

[IEEE 2016 IEEE International Reliability Physics Symposium (IRPS) - Pasadena, CA, USA (2016.4.17-2016.4.21)] 2016 IEEE International Reliability Physics Symposium (IRPS) - The complete time/temperature dependence of I-V drift in PCM devices

Le Gallo, Manuel, Sebastian, Abu, Krebs, Daniel, Stanisavljevic, Milos, Eleftheriou, Evangelos

Year:

2016

Language:

english

File:

PDF, 640 KB

english, 2016

15

Publisher Correction: Memory devices and applications for in-memory computing

Sebastian, Abu, Le Gallo, Manuel, Khaddam-Aljameh, Riduan, Eleftheriou, Evangelos

Journal:

Nature Nanotechnology

Year:

2020

File:

PDF, 1.24 MB

2020

16

[IEEE 2015 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD) - Washington DC, USA (2015.9.9-2015.9.11)] 2015 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD) - A finite-element thermoelectric model for phase-change memory devices

Athmanathan, Aravinthan, Krebs, Daniel, Sebastian, Abu, Le Gallo, Manuel, Pozidis, Haralampos, Eleftheriou, Evangelos

Year:

2015

Language:

english

File:

PDF, 2.05 MB

english, 2015

17

[IEEE 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS) - Genoa, Italy (2019.11.27-2019.11.29)] 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS) - Phase-Change Memory Models for Deep Learning Training and Inference

Nandakumar, S. R., Boybat, Irem, Joshi, Vinay, Piveteau, Christophe, Le Gallo, Manuel, Rajendran, Bipin, Sebastian, Abu, Eleftheriou, Evangelos

Year:

2019

Language:

english

File:

PDF, 5.17 MB

english, 2019

18

Crystal growth within a phase change memory cell

Sebastian, Abu, Le Gallo, Manuel, Krebs, Daniel

Journal:

Nature Communications

Year:

2014

Language:

english

File:

PDF, 563 KB

english, 2014

19

[IEEE 2019 IEEE 11th International Memory Workshop (IMW) - Monterey, CA, USA (2019.5.12-2019.5.15)] 2019 IEEE 11th International Memory Workshop (IMW) - Training Neural Networks using Memristive Devices with Nonlinear Accumulative Behavior

Piveteau, Christophe, Le Gallo, Manuel, Khaddam-Aljameh, Riduan, Sebastian, Abu

Year:

2019

Language:

english

File:

PDF, 1.10 MB

english, 2019

20

Subthreshold electrical transport in amorphous phase-change materials

Gallo, Manuel Le, Kaes, Matthias, Sebastian, Abu, Krebs, Daniel

Journal:

New Journal of Physics

Year:

2015

Language:

english

File:

PDF, 954 KB

english, 2015

21

[IEEE ESSDERC 2016 - 46th European Solid-State Device Research Conference - Lausanne, Switzerland (2016.9.12-2016.9.15)] 2016 46th European Solid-State Device Research Conference (ESSDERC) - Inherent stochasticity in phase-change memory devices

Le Gallo, Manuel, Tuma, Tomas, Zipoli, Federico, Sebastian, Abu, Eleftheriou, Evangelos

Year:

2016

Language:

english

File:

PDF, 3.40 MB

english, 2016

22

Compressed Sensing With Approximate Message Passing Using In-Memory Computing

Gallo, Manuel Le, Sebastian, Abu, Cherubini, Giovanni, Giefers, Heiner, Eleftheriou, Evangelos

Journal:

IEEE Transactions on Electron Devices

Year:

2018

Language:

english

File:

PDF, 1.73 MB

english, 2018

23

High-field electrical transport in amorphous phase-change materials

Kaes, Matthias, Le Gallo, Manuel, Sebastian, Abu, Salinga, Martin, Krebs, Daniel

Journal:

Journal of Applied Physics

Year:

2015

Language:

english

File:

PDF, 1.14 MB

english, 2015

24

[IEEE 2019 Device Research Conference (DRC) - Ann Arbor, MI, USA (2019.6.23-2019.6.26)] 2019 Device Research Conference (DRC) - Phase-change memory enables energy-efficient brain-inspired computing

Le Gallo, Manuel, Sebastian, Abu, Eleftheriou, Evangelos

Year:

2019

File:

PDF, 593 KB

2019

25

[IEEE 2017 13th Conference on Ph.D. Research in Microelectronics and Electronics (PRIME) - Giardini Naxos - Taormina, Italy (2017.6.12-2017.6.15)] 2017 13th Conference on Ph.D. Research in Microelectronics and Electronics (PRIME) - Stochastic weight updates in phase-change memory-based synapses and their influence on artificial neural networks

Boybat, Irem, Le Gallo, Manuel, Moraitis, Timoleon, Leblebici, Yusuf, Sebastian, Abu, Eleftheriou, Evangelos

Year:

2017

Language:

english

File:

PDF, 1.05 MB

english, 2017

26

Mixed-precision in-memory computing

Le Gallo, Manuel, Sebastian, Abu, Mathis, Roland, Manica, Matteo, Giefers, Heiner, Tuma, Tomas, Bekas, Costas, Curioni, Alessandro, Eleftheriou, Evangelos

Journal:

Nature Electronics

Year:

2018

Language:

english

File:

PDF, 3.07 MB

english, 2018

27

[IEEE 2017 17th Non-Volatile Memory Technology Symposium (NVMTS) - Aachen, Germany (2017.8.30-2017.9.1)] 2017 17th Non-Volatile Memory Technology Symposium (NVMTS) - An efficient synaptic architecture for artificial neural networks

Boybat, Irem, Gallo, Manuel Le, Nandakumar, S. R., Moraitis, Timoleon, Tuma, Tomas, Rajendran, Bipin, Leblebici, Yusuf, Sebastian, Abu, Eleftheriou, Evangelos

Year:

2017

Language:

english

File:

PDF, 566 KB

english, 2017

28

State dependence and temporal evolution of resistance in projected phase change memory

Kersting, Benedikt, Ovuka, Vladimir, Jonnalagadda, Vara Prasad, Sousa, Marilyne, Bragaglia, Valeria, Sarwat, Syed Ghazi, Le Gallo, Manuel, Salinga, Martin, Sebastian, Abu

Journal:

Scientific Reports

Year:

2020

File:

PDF, 2.10 MB

2020

29

Temporal correlation detection using computational phase-change memory

Sebastian, Abu, Tuma, Tomas, Papandreou, Nikolaos, Le Gallo, Manuel, Kull, Lukas, Parnell, Thomas, Eleftheriou, Evangelos

Journal:

Nature Communications

Year:

2017

Language:

english

File:

PDF, 1.23 MB

english, 2017

30

In-memory hyperdimensional computing

Karunaratne, Geethan, Le Gallo, Manuel, Cherubini, Giovanni, Benini, Luca, Rahimi, Abbas, Sebastian, Abu

Journal:

Nature Electronics

Year:

2020

File:

PDF, 1.63 MB

2020

31

[IEEE 2015 IEEE International Reliability Physics Symposium (IRPS) - Monterey, CA, USA (2015.4.19-2015.4.23)] 2015 IEEE International Reliability Physics Symposium - A collective relaxation model for resistance drift in phase change memory cells

Sebastian, Abu, Krebs, Daniel, Le Gallo, Manuel, Pozidis, Haralampos, Eleftheriou, Evangelos

Year:

2015

Language:

english

File:

PDF, 962 KB

english, 2015

32

A phase-change memory model for neuromorphic computing

Nandakumar, S. R., Le Gallo, Manuel, Boybat, Irem, Rajendran, Bipin, Sebastian, Abu, Eleftheriou, Evangelos

Journal:

Journal of Applied Physics

Year:

2018

Language:

english

File:

PDF, 2.76 MB

english, 2018

33

Computational phase-change memory: Beyond von Neumann computing

Sebastian, Abu, Le Gallo, Manuel, Eleftheriou, Evangelos

Journal:

Journal of Physics D Applied Physics

Year:

2019

Language:

english

File:

PDF, 1.88 MB

english, 2019

34

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

Journal:

Nature Communications

Year:

2020

File:

PDF, 1.07 MB

2020

35

An overview of phase-change memory device physics

Le Gallo, Manuel, Sebastian, Abu

Journal:

Journal of Physics D Applied Physics

Year:

2020

File:

PDF, 2.20 MB

2020

36

[IEEE 2013 15th European Conference on Power Electronics and Applications (EPE) - Lille, France (2013.09.2-2013.09.6)] 2013 15th European Conference on Power Electronics and Applications (EPE) - BIGT control optimisation for overall loss reduction

Papadopoulos, Charalampos, Storasta, Liutauras, Le Gallo, Manuel, Rahimo, Munaf, Schnell, Raffael, Baschnagel, Andreas

Year:

2013

Language:

english

File:

PDF, 1.78 MB

english, 2013

37

Collective Structural Relaxation in Phase-Change Memory Devices

Le Gallo, Manuel, Krebs, Daniel, Zipoli, Federico, Salinga, Martin, Sebastian, Abu

Journal:

Advanced Electronic Materials

Year:

2018

Language:

english

File:

PDF, 3.06 MB

english, 2018

38

Tutorial: Brain-inspired computing using phase-change memory devices

Sebastian, Abu, Le Gallo, Manuel, Burr, Geoffrey W., Kim, Sangbum, BrightSky, Matthew, Eleftheriou, Evangelos

Journal:

Journal of Applied Physics

Year:

2018

Language:

english

File:

PDF, 11.75 MB

english, 2018

39

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, Antonakopo

Journal:

Frontiers in Neuroscience

Year:

2020

File:

PDF, 2.84 MB

2020

40

Memristive Eﬀects in Oxygenated Amorphous Carbon Nanodevices

Bachmann, Tobias, Koelmans, Wabe W, Jonnalagadda, Prasad, Le Gallo, Manuel, Santini, Claudia, Sebastian, Abu, Eleftheriou, Evangelos, Craciun, M F, Wright, C David

Journal:

Year:

2017

Language:

english

File:

PDF, 594 KB

english, 2017

41

[IEEE 2019 IEEE 11th International Memory Workshop (IMW) - Monterey, CA, USA (2019.5.12-2019.5.15)] 2019 IEEE 11th International Memory Workshop (IMW) - Training Neural Networks using Memristive Devices with Nonlinear Accumulative Behavior

Piveteau, Christophe, Le Gallo, Manuel, Khaddam-Aljameh, Riduan, Sebastian, Abu

Year:

2019

File:

PDF, 1.10 MB

2019

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