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Publication search results
found 21 matches
- 2024
- Adnan Mehonic, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Sabina Spiga, Sergey Savelev, Alexander G. Balanov, Nitin Chawla, Giuseppe Desoli, Gerardo Malavena, Christian Monzio Compagnoni, Zhongrui Wang, J. Joshua Yang, Syed Ghazi Sarwat, Abu Sebastian, Thomas Mikolajick, Beatriz Noheda, Stefan Slesazeck, Bernard Dieny, Tuo-Hung Hou, Akhil Varri, Frank Brückerhoff-Plückelmann, Wolfram H. P. Pernice, Xixiang Zhang, Sebastian Pazos, Mario Lanza, Stefan Wiefels, Regina Dittmann, Wing H. Ng, Mark Buckwell, Horatio 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 B. Strukov, Manuel Le Gallo, Stefano Ambrogio, Ilia Valov, Rainer Waser:
Roadmap to Neuromorphic Computing with Emerging Technologies. CoRR abs/2407.02353 (2024) - Dovydas Joksas, Luis Muñoz-González, Emil Lupu, Adnan Mehonic:
Nonideality-aware training makes memristive networks more robust to adversarial attacks. CoRR abs/2409.19671 (2024) - 2023
- Adnan Mehonic, Charlotte Frenkel, Eleni Vasilaki:
Editorial: Focus issue on energy-efficient neuromorphic devices, systems and algorithms. Neuromorph. Comput. Eng. 3(4): 40201 (2023) - Daniel J. Mannion, Wing H. Ng, Adnan Mehonic, Anthony J. Kenyon:
A Compact SPICE Model for Current Transients within the Subthreshold Regime of Memristors. MetroXRAINE 2023: 977-982 - Adnan Mehonic, Dovydas Joksas:
Emerging Nonvolatile Memories for Machine Learning. CoRR abs/2308.03659 (2023) - 2022
- Dovydas Joksas, AbdulAziz AlMutairi, Oscar Lee, Murat Cubukcu, Antonio Lombardo, Hidekazu Kurebayashi, Anthony J. Kenyon, Adnan Mehonic:
Memristive, Spintronic, and 2D-Materials-Based Devices to Improve and Complement Computing Hardware. Adv. Intell. Syst. 4(8) (2022) - Adnan Mehonic, Anthony J. Kenyon:
Brain-inspired computing needs a master plan. Nat. 604(7905): 255-260 (2022) - Anthony J. Kenyon, Adnan Mehonic, Wing H. Ng, Longfei Zhao, Horatio Cox, Mark Buckwell, Kamal Patel, Andrew P. Knights, Daniel J. Mannion, Alexander L. Shluger:
Defining the performance of SiOx ReRAM by engineering oxide microstructure. MOCAST 2022: 1-4 - Dovydas Joksas, Erwei Wang, Nikolaos Barmpatsalos, Wing H. Ng, Anthony J. Kenyon, George A. Constantinides, Adnan Mehonic:
Generated Data for the Manuscript "Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks". Version 1.1. Zenodo, 2022 [all versions] - Dovydas Joksas, AbdulAziz AlMutairi, Oscar Lee, Murat Cubukcu, Antonio Lombardo, Hidekazu Kurebayashi, Anthony J. Kenyon, Adnan Mehonic:
Memristors, Spintronics and 2D Materials for Future Computing Systems. CoRR abs/2203.06147 (2022) - Zlatan Ajanovic, Emina Alickovic, Aida Brankovic, Sead Delalic, Eldar Kurtic, Salem Malikic, Adnan Mehonic, Hamza Merzic, Kenan Sehic, Bahrudin Trbalic:
Vision for Bosnia and Herzegovina in Artificial Intelligence Age: Global Trends, Potential Opportunities, Selected Use-cases and Realistic Goals. CoRR abs/2209.03990 (2022) - 2021
- Dovydas Joksas, Erwei Wang, Nikolaos Barmpatsalos, Wing H. Ng, Anthony J. Kenyon, George A. Constantinides, Adnan Mehonic:
Generated Data for the Manuscript "Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks". Version 1.0. Zenodo, 2021 [all versions] - Dovydas Joksas, Erwei Wang, Nikolaos Barmpatsalos, Wing H. Ng, Anthony J. Kenyon, George A. Constantinides, Adnan Mehonic:
Generated Data for the Manuscript "Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks". Multiple versions. Zenodo, 2021-2022 [all versions] - Adnan Mehonic, Anthony J. Kenyon:
Brain-inspired computing: We need a master plan. CoRR abs/2104.14517 (2021) - Dovydas Joksas, Erwei Wang, Nikolaos Barmpatsalos, Wing H. Ng, Anthony J. Kenyon, George A. Constantinides, Adnan Mehonic:
Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks. CoRR abs/2112.06887 (2021) - 2020
- Mostafa Rahimi Azghadi, Ying-Chen Chen, Jason Kamran Eshraghian, Jia Chen, Chih-Yang Lin, Amirali Amirsoleimani, Adnan Mehonic, Anthony J. Kenyon, Burt Fowler, Jack C. Lee, Yao-Feng Chang:
Complementary Metal-Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing. Adv. Intell. Syst. 2(5): 1900189 (2020) - Mostafa Rahimi Azghadi, Ying-Chen Chen, Jason Kamran Eshraghian, Jia Chen, Chih-Yang Lin, Amirali Amirsoleimani, Adnan Mehonic, Anthony J. Kenyon, Burt Fowler, Jack C. Lee, Yao-Feng Chang:
Complementary Metal-Oxide Semiconductor and Memristive Hardware for Neuromorphic Computing. Adv. Intell. Syst. 2(5): 2070050 (2020) - Adnan Mehonic, Abu Sebastian, Bipin Rajendran, Osvaldo Simeone, Eleni Vasilaki, Anthony J. Kenyon:
Memristors - From In-Memory Computing, Deep Learning Acceleration, and Spiking Neural Networks to the Future of Neuromorphic and Bio-Inspired Computing. Adv. Intell. Syst. 2(11): 2000085 (2020) - Dovydas Joksas, Adnan Mehonic:
badcrossbar: A Python tool for computing and plotting currents and voltages in passive crossbar arrays. SoftwareX 12: 100617 (2020) - Adnan Mehonic, Abu Sebastian, Bipin Rajendran, Osvaldo Simeone, Eleni Vasilaki, Anthony J. Kenyon:
Memristors - from In-memory computing, Deep Learning Acceleration, Spiking Neural Networks, to the Future of Neuromorphic and Bio-inspired Computing. CoRR abs/2004.14942 (2020) - 2019
- Dovydas Joksas, Pedro Freitas, Zheng Chai, Wing H. Ng, Mark Buckwell, Weidong Zhang, Anthony J. Kenyon, Adnan Mehonic:
Committee Machines - A Universal Method to Deal with Non-Idealities in RRAM-Based Neural Networks. CoRR abs/1909.06658 (2019)
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