Elnaz Banan Sadeghian

• PhD (2017) Georgia Institute of Technology (Electrical and Computer Engineering)
• MS (2015) Georgia Institute of Technology (Electrical and Computer Engineering)
• MS (2008) AmirKabir University of Technology (Biomedical Engineering-Bioelectric)
• BS (2005) Shahid Beheshti University (Electrical Engineering-Electronics)

• Undergraduate Orientation Member

• IEEE Member
• EMBS – IEEE Engineering in Medicine and Biology Society Member
• ASTC – Advanced Storage Technology Consortium Fellow

Conference Proceeding

1. Banan Sadeghian, E. (2023). Turbo-Connected Neural Network Media Noise Cancellation Strategy for Asynchronous Multitrack Detection. Minneapolis, MN: The 34th IEEE Transactions on Magnetic Recording Conference (TMRC 2023).
   https://ieeexplore.ieee.org/document/10264010.
2. Ayoobi, N.; Banan Sadeghian, E. (2022). A self-paced BCI system with low latency for motor imagery onset detection based on time series prediction paradigm.
3. Ayoobi, N.; Banan Sadeghian, E. (2022). A Subject-Independent Brain-Computer Interface Framework Based on Supervised Autoencoder. 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2022).
4. Banan Sadeghian, E. (2022). Neural Network Equalization for Asynchronous Multitrack Detection in TDMR. Milpitas, CA: The 33rd IEEE Transactions on Magnetic Recording Conference (TMRC 2022).
5. Ayoobi, N.; Banan Sadeghian, E. (2022). Unsupervised Motor Imagery Saliency Detection Based on Self-Attention Mechanism. 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2022).
6. Banan Sadeghian, E.. Asynchronous Partial-Response Equalization to Time-Varying Target for Multitrack Detection of Asynchronous Tracks. Pittsburgh, PA: The 32nd Magnetic Recording Conference (TMRC 2021).
7. Banan Sadeghian, E.; Barry, J. R. (2021). Partial-Response Maximum-Likelihood Joint Detection of Asynchronous Tracks. IEEE International Conference on Communications (ICC 2021).
8. Banan Sadeghian, E. (2021). A Multiple-Input Multiple-Output Extension of the Mueller and Müller Timing Error Detector. Amsterdam: 28th European Signal Processing Conference, EUSIPCO 2020.
   https://ieeexplore.ieee.org/document/9287740.
9. Banan Sadeghian, E. (2020). A Multitrack Timing Error Detector for Two-Dimensional Magnetic Recording. The 31st Magnetic Recording Conference (TMRC 2020). Berkeley: IEEE Magnetics Society.
   http://cml.me.berkeley.edu/TMRC2020/images/Book.pdf.
10. Banan Sadeghian, E.; Barry, J. R. (2016). The Rotating-Target Algorithm for Jointly Detecting Asynchronous Tracks. IEEE International Conference on Communications (ICC 2016).
    http://ieeexplore.ieee.org/document/7510729/.
11. Banan Sadeghian, E.; Barry, J. R. (2016). Soft intertrack interference cancellation for two-dimensional magnetic recording. IEEE International Conference on Computing, Networking and Communications (ICNC 2014).
    https://ieeexplore.ieee.org/document/6785322.
12. Banan Sadeghian, E.; Huo, X.; Ghovanloo, M. (2011). Command Detection and Classification in Tongue Drive Assistive Technology. IEEE 33rd Engineering in Medicine and Biology Conference (EMBC 2011).
    https://ieeexplore.ieee.org/document/6091394.
13. Banan Sadeghian, E.; Moradi, M. (2008). Fractal dimension for detection of ERD/ERS patterns in asynchronous brain computer interface (pp. 560-563). The 2nd International Conference on Bioinformatics and Biomedical Engineering (ICBBE 2008).
    https://ieeexplore.ieee.org/document/4535016.
14. Banan Sadeghian, E.; Moradi, M. (2008). Combining spatial & spectral filters in ERD-based multiclass BCI. 14th Iranian Conference on Biomedical Engineering.
    https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.705.3221&rep=rep1&type=pdf.
15. Banan Sadeghian, E.; Moradi, M. (2008). Detection of ERD/ERS in single-channel EEG with Application in Asynchronous BCI. 14th Iranian Conference on Biomedical Engineering.
    https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.720.4757&rep=rep1&type=pdf.
16. Banan Sadeghian, E.; Moradi, M. (2007). Continuous Detection of Motor Imagery in a Four-Class Asynchronous BCI. IEEE 29th Engineering in Medicine and Biology Conference (EMBC 2007).
    https://ieeexplore.ieee.org/document/4353020.

Journal Article

1. Banan Sadeghian, E.; Barry, J. R. (2022). Asynchronous Multitrack Detection with A Generalized Partial-Response Maximum-Likelihood Strategy. IEEE Transactions on Communications (3 ed., vol. 70). IEEE Transactions on Communications.
2. Banan Sadeghian, E. (2020). A Multiple-Input Multiple-Output Extension of the Mueller and Müller Timing Error Detector. IEEE Transactions on Magnetics (12 ed., vol. 56). IEEE Transactions on Magnetics.
   https://ieeexplore.ieee.org/document/9287740.
3. Banan Sadeghian, E.; Barry, J. R. (2016). The Rotating-Target Algorithm for Jointly Detecting Asynchronous Tracks. IEEE Journal on Selected Areas in Communications (9 ed., vol. 34, pp. 2463-2469). IEEE Journal on Selected Areas in Communications.
   http://ieeexplore.ieee.org/document/7555382/.
4. Banan Sadeghian, E.; Barry, J. R. (2015). Soft Intertrack Interference Cancellation for Two-Dimensional Magnetic Recording. IEEE Transaction on Magnetics (6 ed., vol. 51, pp. 1-9). IEEE Transaction on Magnetics.
   https://ieeexplore.ieee.org/document/6980110.
5. Vasic, B.; Khatami, M.; Nakamura, Y.; Okamoto, Y.; Kanai, Y.; Barry, J. R.; McLaughlin, S. W.; Banan Sadeghian, E. (2015). A Study of TDMR Signal Processing Opportunities Based on Quasi-Micromagnetic Simulations. IEEE Transaction on Magnetics (4 ed., vol. 51, pp. 1-7). IEEE Transaction on Magnetics.
   https://ieeexplore.ieee.org/document/7109973.