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Journal Articles

Roadmap to neuromorphic computing with emerging technologies

Editor’s Pick
Adnan Mehonic, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabe Linares-Barranco, Sabina Spiga, Sergey Savel’ev, Alexander G. Balanov, Nitin Chawla, Giuseppe Desoli, Gerardo Malavena, Christian Monzio Compagnoni, Zhongrui Wang, J. Joshua Yang, Syed Ghazi Sarwat, Abu Sebastian, Thomas Mikolajick, Stefan Slesazeck, Beatriz Noheda, Bernard Dieny, Tuo-Hung (Alex) Hou, Akhil Varri, Frank Brückerhoff-Plückelmann, Wolfram Pernice, Xixiang Zhang, Sebastian Pazos, Mario Lanza, Stefan Wiefels, Regina Dittmann, Wing H. Ng, Mark Buckwell, Horatio R. J. Cox, Daniel J. Mannion, Anthony J. Kenyon, Yingming Lu, Yuchao Yang, Damien Querlioz, Louis Hutin, Elisa Vianello, Sayeed Shafayet Chowdhury, Piergiulio Mannocci, Yimao Cai, Zhong Sun, Giacomo Pedretti, John Paul Strachan, Dmitri Strukov, Manuel Le Gallo, Stefano Ambrogio, Ilia Valov, Rainer Waser
Journal: APL Materials
APL Mater. 12, 109201 (2024)
https://doi.org/10.1063/5.0179424
Published: October 2024
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Journal Articles

Using the IBM analog in-memory hardware acceleration kit for neural network training and inference

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Manuel Le Gallo, Corey Lammie, Julian Büchel, Fabio Carta, Omobayode Fagbohungbe, Charles Mackin, Hsinyu Tsai, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui, Malte J. Rasch
Journal: APL Machine Learning
APL Mach. Learn. 1, 041102 (2023)
https://doi.org/10.1063/5.0168089
Published: November 2023
View article titled, Using the IBM analog in-memory hardware acceleration kit for neural network training and inference
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Includes: Supplementary data
Journal Articles

Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics

Dominique J. Kösters, Bryan A. Kortman, Irem Boybat, Elena Ferro, Sagar Dolas, Roberto Ruiz de Austri, Johan Kwisthout, Hans Hilgenkamp, Theo Rasing, Heike Riel, Abu Sebastian, Sascha Caron, Johan H. Mentink
Journal: APL Machine Learning
APL Mach. Learn. 1, 016101 (2023)
https://doi.org/10.1063/5.0116699
Published: February 2023
View article titled, Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics
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Journal Articles

Neuromorphic computing: Challenges from quantum materials to emergent connectivity

Ivan K. Schuller, Alex Frano, R. C. Dynes, Axel Hoffmann, Beatriz Noheda, Catherine Schuman, Abu Sebastian, Jian Shen
Journal: Applied Physics Letters
Appl. Phys. Lett. 120, 140401 (2022)
https://doi.org/10.1063/5.0092382
Published: April 2022
View article titled, Neuromorphic computing: Challenges from quantum materials to emergent connectivity
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Journal Articles

Emerging materials in neuromorphic computing: Guest editorial

Geoffrey W. Burr, Abu Sebastian, Elisa Vianello, Rainer Waser, Stuart Parkin
Journal: APL Materials
APL Mater. 8, 010401 (2020)
https://doi.org/10.1063/1.5143659
Published: January 2020
View article titled, Emerging materials in neuromorphic computing: Guest editorial
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Journal Articles

A phase-change memory model for neuromorphic computing

S. R. Nandakumar, Manuel Le Gallo, Irem Boybat, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou
Journal: Journal of Applied Physics
J. Appl. Phys. 124, 152135 (2018)
https://doi.org/10.1063/1.5042408
Published: October 2018
View article titled, A phase-change memory model for neuromorphic computing
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Journal Articles

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

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Abu Sebastian, Manuel Le Gallo, Geoffrey W. Burr, Sangbum Kim, Matthew BrightSky, Evangelos Eleftheriou
Journal: Journal of Applied Physics
J. Appl. Phys. 124, 111101 (2018)
https://doi.org/10.1063/1.5042413
Published: September 2018
View article titled, Tutorial: Brain-inspired computing using phase-change memory devices
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Journal Articles

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

Manuel Le Gallo, Aravinthan Athmanathan, Daniel Krebs, Abu Sebastian
Journal: Journal of Applied Physics
J. Appl. Phys. 119, 025704 (2016)
https://doi.org/10.1063/1.4938532
Published: January 2016
View article titled, Evidence for thermally assisted threshold switching behavior in nanoscale phase-change memory cells
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Includes: Supplementary data
Journal Articles

High-field electrical transport in amorphous phase-change materials

Matthias Kaes, Manuel Le Gallo, Abu Sebastian, Martin Salinga, Daniel Krebs
Journal: Journal of Applied Physics
J. Appl. Phys. 118, 135707 (2015)
https://doi.org/10.1063/1.4932204
Published: October 2015
View article titled, High-field electrical transport in amorphous phase-change materials
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Includes: Supplementary data
Journal Articles

Note: Micro-cantilevers with AlN actuators and PtSi tips for multi-frequency atomic force microscopy

Abu Sebastian, Naveen Shamsudhin, Hugo Rothuizen, Ute Drechsler, Wabe W. Koelmans, Harish Bhaskaran, Hans Joachim Quenzer, Bernhard Wagner, Michel Despont
Journal: Review of Scientific Instruments
Rev. Sci. Instrum. 83, 096107 (2012)
https://doi.org/10.1063/1.4755749
Published: September 2012
View article titled, Note: Micro-cantilevers with AlN actuators and PtSi tips for multi-frequency atomic force microscopy
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Journal Articles

Non-resistance-based cell-state metric for phase-change memory

Abu Sebastian, Nikolaos Papandreou, Angeliki Pantazi, Haralampos Pozidis, Evangelos Eleftheriou
Journal: Journal of Applied Physics
J. Appl. Phys. 110, 084505 (2011)
https://doi.org/10.1063/1.3653279
Published: October 2011
View article titled, Non-resistance-based cell-state metric for phase-change memory
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Journal Articles

Nanoscale phase transformation in Ge 2 Sb 2 Te 5 using encapsulated scanning probes and retraction force microscopy

Harish Bhaskaran, Abu Sebastian, Andrew Pauza, Haralampos Pozidis, Michel Despont
Journal: Review of Scientific Instruments
Rev. Sci. Instrum. 80, 083701 (2009)
https://doi.org/10.1063/1.3204449
Published: August 2009
View article titled, Nanoscale phase transformation in Ge 2 Sb 2 Te 5 using encapsulated scanning probes and retraction force microscopy
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Journal Articles

Signal transformation approach to fast nanopositioning

Abu Sebastian, S. O. Reza Moheimani
Journal: Review of Scientific Instruments
Rev. Sci. Instrum. 80, 076101 (2009)
https://doi.org/10.1063/1.3160016
Published: July 2009
View article titled, Signal transformation approach to fast nanopositioning
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Journal Articles

Thermally driven non-contact atomic force microscopy

Anil Gannepalli, Abu Sebastian, Jason Cleveland, Murti Salapaka
Journal: Applied Physics Letters
Appl. Phys. Lett. 87, 111901 (2005)
https://doi.org/10.1063/1.2037197
Published: September 2005
View article titled, Thermally driven non-contact atomic force microscopy
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Journal Articles

Sample-profile estimate for fast atomic force microscopy

Srinivasa Salapaka, Tathagata De, Abu Sebastian
Journal: Applied Physics Letters
Appl. Phys. Lett. 87, 053112 (2005)
https://doi.org/10.1063/1.2006213
Published: July 2005
View article titled, Sample-profile estimate for fast atomic force microscopy
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Journal Articles

Transient-signal-based sample-detection in atomic force microscopy

Deepak R. Sahoo, Abu Sebastian, Murti V. Salapaka
Journal: Applied Physics Letters
Appl. Phys. Lett. 83, 5521–5523 (2003)
https://doi.org/10.1063/1.1633963
Published: December 2003
View article titled, Transient-signal-based sample-detection in atomic force microscopy
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