Abu Sebastian (A Sebastian)

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Artificial Intelligence

Radiofrequency Ablation

Top Venues

Nature communications

Scientific reports

Nature nanotechnology

Advanced materials (Deerfield Beach, Fla.)

This page only lists publications with an associated author ORCID identifier.

Publications

Fernando Aguirre, Abu Sebastian, Manuel Le Gallo, Wenhao Song, Tong Wang, J Joshua Yang, Wei Lu, Meng-Fan Chang, Daniele Ielmini, Yuchao Yang, Adnan Mehonic, Anthony J Kenyon, Marco A Villena, Juan Bautista Roldán, Yuting Wu, Hung-Hsi Hsu, Nagarajan Raghavan, Jordi Suñé, Enrique Miranda, Ahmed M Eltawil, Gianluca Setti, Kamilya Smagulova, Khaled Nabil Salama, Olga Krestinskaya, Xiaobing Yan, Kah-Wee Ang, Samarth Jain, Sifan Li, Osamah Alharbi, Sebastian Pazos, Mario Lanza
Hardware implementation of memristor-based artificial neural networks. Nature communications 15 (1) (2024)
Fernando Aguirre, Abu Sebastian, Manuel Le Gallo, Wenhao Song, Tong Wang, J Joshua Yang, Wei Lu, Meng-Fan Chang, Daniele Ielmini, Yuchao Yang, Adnan Mehonic, Anthony J Kenyon, Marco A Villena, Juan Bautista Roldán, Yuting Wu, Hung-Hsi Hsu, Nagarajan Raghavan, Jordi Suñé, Enrique Miranda, Ahmed M Eltawil, Gianluca Setti, Kamilya Smagulova, Khaled Nabil Salama, Olga Krestinskaya, Xiaobing Yan, Kah-Wee Ang, Samarth Jain, Sifan Li, Osamah Alharbi, Sebastian Pazos, Mario Lanza
Hardware implementation of memristor-based artificial neural networks. Nature communications 15 (1) (2024)
Fernando Aguirre, Abu Sebastian, Manuel Le Gallo, Wenhao Song, Tong Wang, J Joshua Yang, Wei Lu, Meng-Fan Chang, Daniele Ielmini, Yuchao Yang, Adnan Mehonic, Anthony J Kenyon, Marco A Villena, Juan Bautista Roldán, Yuting Wu, Hung-Hsi Hsu, Nagarajan Raghavan, Jordi Suñé, Enrique Miranda, Ahmed M Eltawil, Gianluca Setti, Kamilya Smagulova, Khaled Nabil Salama, Olga Krestinskaya, Xiaobing Yan, Kah-Wee Ang, Samarth Jain, Sifan Li, Osamah Alharbi, Sebastian Pazos, Mario Lanza
Hardware implementation of memristor-based artificial neural networks. Nature communications 15 (1) (2024)
Malte J Rasch, Charles Mackin, Manuel Le Gallo, An Chen, Andrea Fasoli, Frédéric Odermatt, Ning Li, S R Nandakumar, Pritish Narayanan, Hsinyu Tsai, Geoffrey W Burr, Abu Sebastian, Vijay Narayanan
Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators. Nature communications 14 (1) (2023)
Jovin Langenegger, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi
In-memory factorization of holographic perceptual representations. Nature nanotechnology (2023)
Ghazi Sarwat Syed, Manuel Le Gallo, Robert L Bruce, Kevin Brew, Benedikt Kersting, Vara Prasad Jonnalagadda, Injo Ok, Nicole Saulnier, Matthew BrightSky, Abu Sebastian
Mechanism and Impact of Bipolar Current Voltage Asymmetry in Computational Phase-Change Memory. Advanced materials (Deerfield Beach, Fla.) (2022)
Mario Lanza, Abu Sebastian, Wei D Lu, Manuel Le Gallo, Meng-Fan Chang, Deji Akinwande, Francesco Maria Puglisi, Husam N Alshareef, Ming Liu, Juan Bautista Roldán
Memristive technologies for data storage, computation, encryption, and radio-frequency communication. Science (New York, N.Y.) 376 (6597) (2022)
Charles Mackin, Malte J Rasch, An Chen, Jonathan Timcheck, Robert L Bruce, Ning Li, Pritish Narayanan, Stefano Ambrogio, Manuel Le Gallo, S R Nandakumar, Andrea Fasoli, Jose Luquin, Alexander Friz, Abu Sebastian, Hsinyu Tsai, Geoffrey W Burr
Optimised weight programming for analogue memory-based deep neural networks. Nature communications 13 (1) (2022)
Ghazi Sarwat Syed, Frank Brückerhoff-Plückelmann, Santiago García-Cuevas Carrillo, Emanuele Gemo, Johannes Feldmann, Harish Bhaskaran, C David Wright, Wolfram H P Pernice, Abu Sebastian
An integrated photonics engine for unsupervised correlation detection. Science advances 8 (22) (2022)
Ghazi Sarwat Syed, Benedikt Kersting, Timoleon Moraitis, Vara Prasad Jonnalagadda, Abu Sebastian
Phase-change memtransistive synapses for mixed-plasticity neural computations. Nature nanotechnology 17 (5) (2022)
Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
Robust high-dimensional memory-augmented neural networks. Nature communications 12 (1) (2021)
J Feldmann, Nathan Youngblood, Maxim Karpov, H Gehring, X Li, M Stappers, Manuel Le Gallo, X Fu, A Lukashchuk, A S Raja, Junqiu Liu, C David Wright, Abu Sebastian, Tobias Jan Kippenberg, Wolfram H P Pernice, Harish Bhaskaran
Parallel convolutional processing using an integrated photonic tensor core. Nature 589 (7840) (2021)
Vinay Joshi, Manuel Le Gallo, Simon Haefeli, Irem Boybat, S R Nandakumar, Christophe Piveteau, Martino Dazzi, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou
Accurate deep neural network inference using computational phase-change memory. Nature communications 11 (1) (2020)
Abu Sebastian, Manuel Le Gallo, Riduan Khaddam-Aljameh, Evangelos Eleftheriou
Memory devices and applications for in-memory computing. Nature nanotechnology 15 (7) (2020)
Benedikt Kersting, Vladimir Ovuka, Vara Prasad Jonnalagadda, Marilyne Sousa, Valeria Bragaglia, Syed Ghazi Sarwat, Manuel Le Gallo, Martin Salinga, Abu Sebastian
State dependence and temporal evolution of resistance in projected phase change memory. Scientific reports 10 (1) (2020)
S R Nandakumar, Irem Boybat, Manuel Le Gallo, Evangelos Eleftheriou, Abu Sebastian, Bipin Rajendran
Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses. Scientific reports 10 (1) (2020)
Martin Rütten, Andreas Geilen, Abu Sebastian, Daniel Krebs, Martin Salinga
Localised states and their capture characteristics in amorphous phase-change materials. Scientific reports 9 (1) (2019)
Martin Salinga, Benedikt Kersting, Ider Ronneberger, Vara Prasad Jonnalagadda, Xuan Thang Vu, Manuel Le Gallo, Iason Giannopoulos, Oana Cojocaru-Mirédin, Riccardo Mazzarello, Abu Sebastian
Monatomic phase change memory. Nature materials 17 (8) (2018)
Irem Boybat, Manuel Le Gallo, S R Nandakumar, Timoleon Moraitis, Thomas Parnell, Tomas Tuma, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian, Evangelos Eleftheriou
Neuromorphic computing with multi-memristive synapses. Nature communications 9 (1) (2018)
Nanbo Gong, T Idé, S Kim, I Boybat, Abu Sebastian, V Narayanan, Takashi Ando
Signal and noise extraction from analog memory elements for neuromorphic computing. Nature communications 9 (1) (2018)