Towards Efficient SOT-assisted STT-MRAM Cell Switching using Reinforcement Learning Proceedings Article
In: Proceedings of the International Conference on Large-Scale Scientific Computations (LSSC), pp. 1, 2023, (talk: International Conference on Large-Scale Scientific Computations (LSSC), Sozopol, Bulgaria; 2023-06-04 -- 2023-06-09).
Reinforcement Learning to Reduce Failures in SOT-MRAM Switching Proceedings Article
In: Proceedings of the IEEE International Symposium on the Physical and Failure Analysis of Integrated Circuits (IPFA), 2021, ISBN: 978-1-6654-3988-6, (talk: IEEE International Symposium on the Physical and Failure Analysis of Integrated Circuits (IPFA), Singapore; 2021-09-15 -- 2021-10-15).
Enhancing SOT-MRAM Switching Using Machine Learning Proceedings Article
In: Proceedings of the Silvaco Users Global Event (SURGE), pp. 1, 2021, (invited; talk: Silvaco Users Global Event (SURGE), Santa Clara, CA, USA - virtual; 2021-10-14).
Improving Failure Rates in Pulsed SOT-MRAM Switching by Reinforcement Learning Journal Article
In: Microelectronics Reliability, vol. 126, pp. 114231-1–114231-5, 2021.
Improving Failure Rates in Pulsed SOT-MRAM Switching by Reinforcement Learning Proceedings Article
In: Proceedings of the 32nd European Symposium on the Reliability of Electron Đevices, Failure Physics and Analysis, pp. 1–4, 2021, ISSN: 0026-2714, (talk: European Symposium on Reliability of Electron Đevices, Failure Physics and Analysis (ESREF), Bordeaux, France; 2021-10-04 -- 2021-10-07).
Reinforcement Learning Approach for Sub-Critical Current SOT-MRAM Proceedings Article
In: Proceedings of the International Conference on Simulation of Semiconductor Processes and Devices (SISPAD), 2021, (talk: International Conference on Simulation of Semiconductor Processes and Devices (SISPAD), Dallas, Texas (USA); 2021-09-27 -- 2021-09-29).
Reinforcement Learning Approach for Deterministic SOT-MRAM Switching Proceedings Article
In: Proceedings of SPIE Spintronics, pp. 11805-53, 2021, (invited; talk: SPIE Spintronics, San Diego, CA, USA - virtual; 2021-08-01 -- 2021-08-05).
Reinforcement Learning Approach for Deterministic SOT-MRAM Switching Journal Article
In: Proceedings of SPIE, vol. 11805, pp. 1180519-1–1180519-8, 2021, (invited).
Two-Pulse Switching Scheme and Reinforcement Learning for Energy Efficient SOT-MRAM Simulations Journal Article
In: Solid-State Electronics, vol. 185, pp. 108075, 2021, (invited).
Optimization of a Spin-Orbit Torque Switching Scheme Based on Micromagnetic Simulations and Reinforcement Learning Journal Article
In: Micromachines, vol. 12, no. 4, pp. 443, 2021.