Dovydas Joksas

According to our database, Dovydas Joksas authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Nonideality-aware training makes memristive networks more robust to adversarial attacks.

Dovydas Joksas, Luis Muñoz-González, Emil Lupu, Adnan Mehonic

CoRR, 2024

2023

Emerging Nonvolatile Memories for Machine Learning.

Adnan Mehonic, Dovydas Joksas

CoRR, 2023

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

Dataset, March, 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

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

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

Dataset, December, 2021

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

2020

badcrossbar: A Python tool for computing and plotting currents and voltages in passive crossbar arrays.

Dovydas Joksas, Adnan Mehonic

SoftwareX, 2020

2019

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, Anthony J. Kenyon, Adnan Mehonic

CoRR, 2019