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Dovydas Joksas
Dovydas Joksas
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Committee machines—a universal method to deal with non-idealities in memristor-based neural networks
D Joksas, P Freitas, Z Chai, WH Ng, M Buckwell, C Li, WD Zhang, Q Xia, ...
Nature Communications 11 (1), 1-10, 2020
882020
Simulation of Inference Accuracy Using Realistic RRAM Devices
A Mehonic, D Joksas, WH Ng, M Buckwell, AJ Kenyon
Frontiers in neuroscience 13, 593, 2019
752019
Memristive, Spintronic, and 2D‐Materials‐Based Devices to Improve and Complement Computing Hardware
D Joksas, AA AlMutairi, O Lee, M Cubukcu, A Lombardo, H Kurebayashi, ...
Advanced Intelligent Systems 4 (8), 2200068, 2022
362022
Nonideality‐aware training for accurate and robust low‐power memristive neural networks
D Joksas, E Wang, N Barmpatsalos, WH Ng, AJ Kenyon, ...
Advanced Science 9 (17), 2105784, 2022
362022
The interplay between structure and function in redox-based resistance switching
AJ Kenyon, MS Munde, WH Ng, M Buckwell, D Joksas, A Mehonic
Faraday discussions 213, 151-163, 2019
232019
badcrossbar: A Python tool for computing and plotting currents and voltages in passive crossbar arrays
D Joksas, A Mehonic
SoftwareX 12, 100617, 2020
112020
Emerging nonvolatile memories for machine learning
A Mehonic, D Joksas
Nanocrystals in Nonvolatile Memory, 605-639, 2023
22023
Memristive crossbars as hardware accelerators: modelling, design and new uses
D Joksas
UCL (University College London), 2022
12022
Nonideality-aware training makes memristive networks more robust to adversarial attacks
D Joksas, L Muñoz-González, E Lupu, A Mehonic
APL Machine Learning 3 (1), 2025
2025
Ultra‐Fast Non‐Volatile Resistive Switching Devices with Over 512 Distinct and Stable Levels for Memory and Neuromorphic Computing
M Xiao, M Hellenbrand, N Strkalj, B Bakhit, Z Sun, N Barmpatsalos, ...
Advanced Functional Materials, 2418980, 2025
2025
Spiking Neural Networks with Nonidealities from Memristive Silicon Oxide Devices
VC Vu, A Kenyon, D Joksas, A Mehonic, DJ Mannion, WH Ng
2024 IEEE 24th International Conference on Nanotechnology (NANO), 46-50, 2024
2024
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