Publications



Journal Publications

Z. Khodzhaev, and J. Incorvia, “Voltage-Controlled Skyrmion Manipulation Chambers for Neuromorphic Computing,” under review.


Z. Khodzhaev, and J. Incorvia, “Tunable Spike-Timing-Dependent Plasticity in Magnetic Skyrmion Manipulation Chambers,” in Applied Physics Letters (accepted).


Z. Khodzhaev, E. Turgut and J. Incorvia, "Analysis of Skyrmion Shuffling Chamber Stochasticity for Neuromorphic Computing Applications," in IEEE Magnetics Letters, vol. 14, pp. 1-5, 2023, Art no. 4500205, doi: 10.1109/LMAG.2023.3280120.


Z. Khodzhaev, and E. Turgut, “Hopfion Dynamics in Chiral Magnets,” in Journal of Physics: Condensed Matter, 2022.

C. Ayyildiz, R. Cetin, Z. Khodzhaev, T. Kocak, E. Gelal Soyak, V. Cagri Gungor, G. Karabulut Kurt, “Physical Layer Authentication for Extending Battery Life,” Ad Hoc Networks, 102683, Sept. 2021.


Conference Publications

Z. Khodzhaev, C. Ayyildiz, and G. Karabulut Kurt, “Device Fingerprinting for Authentication," in International Conference on Electrical and Electronics Engineering (ELECO) 2018, pp. 193-197.


Conference Talks

Z. Khodzhaev, E. Turgut, and MF. Borunda, "Skyrmion Stochastic Dynamics for Novel Computing Architectures," in APS March Meeting 2022, March 14–18, 2022.


Z. Khodzhaev, and E. Turgut, "Hopfion Dynamics in Chiral Magnets," in 2021 Around-the-Clock Around-the-Globe Magnetics Conference (AtC-AtG), August 24,  2021. Video.


Z. Khodzhaev, and E. Turgut, "Stochastic Property of Skyrmionic Shuffling Device," in 2021 Joint MMM-Intermag - IEEE Magnetics Society, January 10-14,  2021. Video


Z. Khodzhaev, C. Ayyildiz, and G. Karabulut Kurt, “Device Fingerprinting for Authentication," in International Conference on Electrical and Electronics Engineering (ELECO), Bursa, Turkey, November 30 - December 01, 2018.


Conference Posters

Z. Khodzhaev, and J. Incorvia, "Spike-Timing-Dependent Plasticity (STDP) Neuromorphic Devices using Magnetic Skyrmion Manipulation Chambers," in Graduate and Industry Networking (GAIN), January 30, 2024.


Z. Khodzhaev, and J. Incorvia, "Stochastic Skyrmion Dynamics in Chambers and Application as Spike-Timing-Dependent Plasticity (STDP) Synapses," in MMM-Intermag - IEEE Magnetics Society 2023, pp. 401-402.


Z. Khodzhaev, and J. Incorvia, "Modeling of Tunable Spike-Timing-Dependent Plasticity (STDP) Neuromorphic Devices using Magnetic Skyrmion Manipulation Chambers," in TACCSTER 2023 Proceedings, September 27–29, 2023.


Z. Khodzhaev, E. Turgut, and J. Incorvia, "Uncorrelated Signals using Single Skyrmion Shuffling Chamber," in The 2023 Neuro-Inspired Computing Elements (NICE) Conference, April 11–14, 2023.


Z. Khodzhaev, E. Turgut, and J. Incorvia, "Uncorrelated Signals using Single Skyrmion Shuffling Chamber," in Graduate and Industry Networking (GAIN), January 31, 2023.


Z. Khodzhaev, E. Turgut, and J. Incorvia, "Skyrmion Stochastic Dynamics for Novel Computing Architectures," in Procter & Gamble Poster Competition, November 1, 2022.


Z. Khodzhaev, E. Turgut, and J. Incorvia, "Skyrmion Stochastic Dynamics for Novel Computing Architectures," in TACCSTER 2022 Proceedings, September 28–30, 2022.


Z. Khodzhaev, and E. Turgut, "NiO Antiferromagnetic Switching," in EPFL - ETH Zürich, August 23–27, 2021.


Z. Khodzhaev, and E. Turgut, "Hopfion Dynamics in Chiral Magnets," in APS March Meeting 2020 65, March 2–6, 2020.


Other Publications

Z. Khodzhaev, “A Practical Guide to Spectrogram Analysis for Audio Signal Processing” arXiv, March 14, 2024. doi: 10.48550/arXiv.2403.09321.


C. Smylie, H. Mushtaq, Z. Khodzhaev, "Decoding Motor Imagery based EEG Signals," in GitHub, December 2023.


P. Sinha, Z. Khodzhaev, Y. Wang, V. Lingam, "Rethinking Fair and Stable Representation Learning," in GitHub, December 2023.


Z. Khodzhaev, "Exploring the Potential of Voltage-Controlled Magnetic Skyrmion Manipulation Chambers for High-Density and Low-Power Magnetic Devices," in ResearchGate, April 2023.


Z. Khodzhaev, "Spectrogram - Practical Guide," in ResearchGate, February 2022.


Z. Khodzhaev, "MACHINE LEARNING APPLICATIONS IN WIRELESS COMMUNICATION NETWORKS: INTERFERENCE DETECTION AND AUTHENTICATION ASPECTS" [Bachelor thesis], in ResearchGate, June 2020.


Z. Khodzhaev, "Solar Panel System Design," in ResearchGate, January 2019.

A. Ramadhan, and Z. Khodzhaev, "Non-Intrusive Load Monitoring," in ResearchGate, January 2019.


Z. Khodzhaev, "SOLUTION OF SCHRÖDINGER EQUATION FOR DIRAC COMB POTENTIAL," in ResearchGate, September 2018.


Z. Khodzhaev, "Monitoring Different Sensors with ATmega328 Microprocessor," in ResearchGate, June 2016.


Z. Khodzhaev, U. Gürbüz, S. Karatosun, and G. Avcı, "Geothermal Energy," in ResearchGate, December 2015.

Machine Learning Research Papers

machine_learning_paper1_khodzhaev.pdf
ML_Brain_Computer_Interface.pdf
machine_learning_paper2_khodzhaev.pdf
ML_Fairness.pdf
khodzhaev_thesis_ehb_machine_learning.pdf

NICE (Neuro-Inspired Computing Elements) conference, 2023.    

NICE conference - visiting UT San Antonio's new School of Data Science, 2023. 

TACCSTER Conference, 2022.   

Procter & Gamble Poster Competition, 2022.