Manuel Le Gallo-Bourdeau  Manuel Le Gallo-Bourdeau photo         

contact information

Research Staff Member
Zurich Research Laboratory, Zurich, Switzerland
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Professional Associations

Professional Associations:  IEEE Electron Devices Society (EDS)


2019

Computational phase-change memory: beyond von Neumann computing
Abu Sebastian, Manuel Le Gallo and Evangelos Eleftheriou
Journal of Physics D: Applied Physics, 2019
Abstract

Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses
S. R. Nandakumar, Irem Boybat, Manuel Le Gallo, Evangelos Eleftheriou, Abu Sebastian*, Bipin Rajendran*
ArXiv, 2019
Abstract

Accurate deep neural network inference using computational phase-change memory
V. Joshi, M. Le Gallo, I. Boybat, S. Haefeli, C. Piveteau, M. Dazzi, B. Rajendran, A. Sebastian, E. Eleftheriou
ArXiv, 2019

In-memory hyperdimensional computing
Geethan Karunaratne, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abbas Rahimi*, Abu Sebastian*
ArXiv, 2019
Abstract

Training Neural Networks using Memristive Devices with Nonlinear Accumulative Behavior
Christophe Piveteau*, Manuel Le Gallo, Riduan Khaddam-Aljameh, Abu Sebastian*
Proc. International Memory Workshop, 2019
Abstract

Phase-change memory models for deep learning training and inference
S. R. Nandakumar, I. Boybat, V. Joshi, C. Piveteau, M. Le Gallo, B. Rajendran, A. Sebastian, E. Eleftheriou
IEEE International Conference on Electronics Circuits and Systems (ICECS), 2019

Multi-ReRAM synapses for artificial neural network training
I. Boybat, C. Giovinazzo, E. Shahrabi, I. Krawczuk, I. Giannopoulos, C. Piveteau, M. Le Gallo, C. Ricciardi, A. Sebastian, E. Eleftheriou, Y. Leblebici
IEEE International Symposium on Circuits and Systems (ISCAS), 2019

Applications of Computation-In-Memory Architectures based on Memristive Devices
Said Hamdioui, Abu Sebastian, Sandeep Pande, Shidhartha Das, Geethan Karunaratne, Hoang Anh Du Nguyen, Manuel Le Gallo et al.
Proceedings of DATE, 2019
Abstract

Deep learning acceleration based on in-memory computing
E. Eleftheriou, M. L. Gallo, S. R. Nandakumar, C. Piveteau, I. Boybat, V. Joshi, R. Khaddam-Aljameh, M. Dazzi, I. Giannopoulos, G. Karunaratne, B. Kersting, M. Stanisavljevic, V. P. Jonnalagadda, N. Ioannou, K. Kourtis, P. A. Francese, A. Sebastian
IBM Journal of Research and Development 63(6), 7:1-7:16, 2019

Computational memory-based inference and training of deep neural networks
A. Sebastian, I. Boybat, M. Dazzi, I. Giannopoulos, V. Jonnalagadda, V. Joshi, G. Karunaratne, B. Kersting, R. Khaddam-Aljameh, S. R. Nandakumar, A. Petropoulos, C. Piveteau, T. Antonakopoulos, B. Rajendran, M. Le Gallo, E. Eleftheriou
VLSI Symposium, 2019

In-memory computing on a photonic platform
Carlos Rios, Nathan Youngblood, Zengguang Cheng, Manuel Le Gallo, Wolfram H. P. Pernice, C. David Wright, Abu Sebastian*, Harish Bhaskaran*
Science Advances 5(2), 2019
Abstract


2018

8-bit Precision In-Memory Multiplication with Projected Phase-Change Memory
I. Giannopoulos, A. Sebastian, M. Le Gallo, V.P. Jonnalagadda, M. Sousa, M.N. Boon, E. Eleftheriou
2018 IEEE International Electron Devices Meeting (IEDM)
Abstract   topology, scalar multiplication, resistive random access memory, physics, phase change memory, multiplication, electronic engineering, electrical measurements, computation, artificial neural network, 8 bit

Impact of conductance drift on multi-PCM synaptic architectures
I. Boybat, S. R. Nandakumar, M. Le Gallo, B. Rajendran, Y. Leblebici, A. Sebastian, E. Eleftheriou
Non-Volatile Memory Technology Symposium (NVMTS), 2018

Collective structural relaxation in phase-change memory devices
Manuel Le Gallo*, Daniel Krebs, Federico Zipoli, Martin Salinga, Abu Sebastian*
Advanced Electronics Materials, 1700627, 2018
Abstract

Compressed Sensing With Approximate Message Passing Using In-Memory Computing
M. Le Gallo, A. Sebastian, G. Cherubini, H. Giefers, E. Eleftheriou
IEEE Transactions on Electron Devices, 2018

Neuromorphic computing with multi-memristive synapses
Irem Boybat, Manuel Le Gallo, S. R. Nandakumar, Timoleon Moraitis, Thomas Parnell, Tomas Tuma, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian & Evangelos Eleftheriou
Nature Communications 9(1), 2514, 2018

Monatomic phase change memory
Martin Salinga*, Benedikt Kersting, Ider Ronneberger, Vara Prasad Jonnalagadda, Xuan Thang Vu, Manuel Le Gallo, Iason Giannopoulos, Oana Cojocaru-Miredin, Riccardo Mazzarello, Abu Sebastian*
Nature Materials17, 681-685, 2018
Abstract

A phase-change memory model for neuromorphic computing
S. R. Nandakumar, M. Le Gallo, I. Boybat, B. Rajendran, A. Sebastian, and E. Eleftheriou
Journal of Applied Physics, 2018

Tutorial: Brain-inspired computing using phase-change memory devices
Abu Sebastian*, Manuel Le Gallo, Geoffrey W. Burr, Sangbum Kim, Matthew BrightSky, and Evangelos Eleftheriou
Journal of Applied Physics 124(11), 111101, 2018
Abstract

Mixed-precision architecture based on computational memory for training deep neural networks
Nandakumar S. R.*, Manuel Le Gallo, Irem Boybat, Bipin Rajendran, Abu Sebastian*, Evangelos Eleftheriou
The International Symposium on Circuits and Systems (ISCAS) , 2018
Abstract

Mixed-precision in-memory computing
Manuel Le Gallo*, Abu Sebastian*, Roland Mathis, Matteo Manica, Heiner Giefers, Tomas Tuma, Costas Bekas, Alessandro Curioni, Evangelos Eleftheriou
Nature Electronics1, 246-253, 2018
Abstract


2017

Supervised Learning in Spiking Neural Networks with MLC PCM Synapses
S. R. Nandakumar, I. Boybat, M. Le Gallo, A. Sebastian, B. Rajendran, and E. Eleftheriou
Device Research Conference (DRC), 2017

Memristive Effects in Oxygenated Amorphous Carbon Nanodevices
T. A. Bachmann, W. W. Koelmans, V. P. Jonnalagadda, M. Le Gallo, C. A. Santini, A. Sebastian, E. Eleftheriou, M. F. Craciun, C. D. Wright
Nanotechnology, 2017
Abstract

Fatiguing STDP: Learning from Spike-Timing Codes in the Presence of Rate Codes
T. Moraitis, A. Sebastian, I. Boybat, M. Le Gallo, T. Tuma, and E. Eleftheriou
International Joint Conference on Neural Networks (IJCNN) , 2017

Compressed Sensing Recovery using Computational Memory
M. Le Gallo*, A. Sebastian*, G. Cherubini, H. Giefers, and E. Eleftheriou
Proc. IEEE International Electron Devices Meeting, 2017
Abstract

Mixed-precision training of deep neural networks using computational memory
S. R. Nandakumar*, M. Le Gallo, I. Boybat, B. Rajendran, A. Sebastian*, and E. Eleftheriou
ArXiv, 2017
Abstract

Temporal correlation detection using computational phase-change memory
Abu Sebastian, Tomas Tuma, Nikolaos Papandreou, Manuel Le Gallo, Lukas Kull, Thomas Parnell, Evangelos Eleftheriou
Nature Communications 8(1), 1115, Nature Publishing Group, 2017

Stochastic weight updates in phase-change memory-based synapses and their influence on artificial neural networks
I. Boybat, M. Le Gallo, T. Moraitis, Y. Leblebici, A. Sebastian, and E. Eleftheriou
Conference on PhD Research in Microelectronics and Electronics (PRIME) , 2017

An efficient synaptic architecture for artificial neural networks
I. Boybat, M. Le Gallo, S.R. Nandakumar, T. Moraitis, T. Tuma, B. Rajendran, Y. Leblebici, A. Sebastian, and E. Eleftheriou
Non-Volatile Memory Technology Symposium (NVMTS), 2017

Neuromorphic computing using non-volatile memory
Burr, Geoffrey W and Shelby, Robert M and Sebastian, Abu and Kim, Sangbum and Kim, Seyoung and Sidler, Severin and Virwani, Kumar and Ishii, Masatoshi and Narayanan, Pritish and Fumarola, Alessandro and others
Advances in Physics: X 2(1), 89--124, Taylor & Francis, 2017
Abstract


2016

The complete time/temperature dependence of I-V drift in PCM devices
Manuel Le Gallo, Abu Sebastian, Daniel Krebs, Milos Stanisavljevic and Evangelos Eleftheriou
Proceedings of the International Reliability Physics Symposium (IRPS), 2016
Abstract

Detecting Correlations Using Phase-Change Neurons and Synapses
Tuma, Tomas and Le Gallo, Manuel and Sebastian, Abu and Eleftheriou, Evangelos
IEEE Electron Device Letters 37(9), 1238--1241, IEEE, 2016
Abstract

The complete time/temperature dependence of IV drift in PCM devices
Le Gallo, Manuel and Sebastian, Abu and Krebs, Daniel and Stanisavljevic, Milos and Eleftheriou, Evangelos
Reliability Physics Symposium (IRPS), 2016 IEEE International, pp. MY--1
Abstract

Inherent stochasticity in phase-change memory devices
Le Gallo, Manuel and Tuma, Tomas and Zipoli, Federico and Sebastian, Abu and Eleftheriou, Evangelos
Solid-State Device Research Conference (ESSDERC), 2016 46th European, pp. 373--376
Abstract

Evidence for thermally assisted threshold switching behavior in nanoscale phase-change memory cells
Manuel Le Gallo, Aravinthan Athmanathan, Daniel Krebs, Abu Sebastian
Journal of Applied Physics 119(2), 025704, 2016

Stochastic phase-change neurons
Tuma, Tomas and Pantazi, Angeliki and Le Gallo, Manuel and Sebastian, Abu and Eleftheriou, Evangelos
Nature nanotechnology 11(8), 693--699, Nature Research, 2016
Abstract


2015

A finite-element thermoelectric model for phase-change memory devices
Athmanathan, Aravinthan and Krebs, Daniel and Sebastian, Abu and Le Gallo, Manuel and Pozidis, Haralampos and Eleftheriou, Evangelos
2015 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD), pp. 289--292

A collective relaxation model for resistance drift in phase change memory cells
Sebastian, Abu and Krebs, Daniel and Le Gallo, Manuel and Pozidis, Haralampos and Eleftheriou, Evangelos
2015 IEEE International Reliability Physics Symposium, pp. MY--5

High-field electrical transport in amorphous phase-change materials
Matthias Kaes, Manuel Le Gallo, Abu Sebastian, Martin Salinga, Daniel Krebs
Journal of Applied Physics 118(13), 135707, 2015

Subthreshold electrical transport in amorphous phase-change materials
Manuel Le Gallo, Matthias Kaes, Abu Sebastian, Daniel Krebs
New Journal of Physics 17(9), 093035, 2015


2014

Crystal growth within a phase change memory cell
Abu Sebastian, Manuel Le Gallo, Daniel Krebs
Nature communications 5(4314), 2014


2013

BIGT control optimisation for overall loss reduction
Papadopoulos, Charalampos and Storasta, Liutauras and Le Gallo, Manuel and Rahimo, Munaf and Schnell, Raffael and Baschnagel, Andreas
Power Electronics and Applications (EPE), 2013 15th European Conference on, pp. 1--10
Abstract