Committee Machines - A Universal Method to Deal with Non-Idealities in RRAM-Based Neural Networks. - Dovydas Joksas; Pedro Freitas; Zheng Chai; Wing H. Ng; Mark Buckwell; Weidong Zhang 002; Anthony J. Kenyon; Adnan Mehonic (CoRR, 2019)

badcrossbar: A Python tool for computing and plotting currents and voltages in passive crossbar arrays. - Dovydas Joksas; Adnan Mehonic (SoftwareX, 2020)

Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks. - Dovydas Joksas; Erwei Wang; Nikolaos Barmpatsalos; Wing H. Ng; Anthony J. Kenyon; George A. Constantinides; Adnan Mehonic (CoRR, 2021)

Generated Data for the Manuscript "Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks". - Dovydas Joksas; Erwei Wang; Nikolaos Barmpatsalos; Wing H. Ng; Anthony J. Kenyon; George A. Constantinides; Adnan Mehonic (Zenodo, 2021)

Memristive, Spintronic, and 2D-Materials-Based Devices to Improve and Complement Computing Hardware. - Dovydas Joksas; AbdulAziz AlMutairi; Oscar Lee; Murat Cubukcu; Antonio Lombardo; Hidekazu Kurebayashi; Anthony J. Kenyon; Adnan Mehonic (Adv. Intell. Syst., 2022)

Memristors, Spintronics and 2D Materials for Future Computing Systems. - Dovydas Joksas; AbdulAziz AlMutairi; Oscar Lee; Murat Cubukcu; Antonio Lombardo; Hidekazu Kurebayashi; Anthony J. Kenyon; Adnan Mehonic (CoRR, 2022)

Generated Data for the Manuscript "Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks". - Dovydas Joksas; Erwei Wang; Nikolaos Barmpatsalos; Wing H. Ng; Anthony J. Kenyon; George A. Constantinides; Adnan Mehonic (Zenodo, 2022)

Emerging Nonvolatile Memories for Machine Learning. - Adnan Mehonic; Dovydas Joksas (CoRR, 2023)

Nonideality-aware training makes memristive networks more robust to adversarial attacks. - Dovydas Joksas; Luis Muñoz-González; Emil Lupu; Adnan Mehonic (CoRR, 2024)