Publications

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Journal papers

[J2] F. Ghayem, B. Rivet, Ch. Jutten, R. Cabral Farias, Robust sensor placement for signal extraction, IEEE Trans. Signal Processing, vol. 24, no. 1, pp. 32-36, January 2021. Paper, Codes

[J1] F. Ghayem, M. Sadeghi, M. Babaie-Zadeh, S. Chatterjee, M. Skoglund, and C. Jutten, Sparse Signal Recovery Using Iterative Proximal Projection, IEEE Transactions on Signal Processing, vol. 69, pp. 4513-4528, February 2017. Paper, Codes

Conference papers

[C8] F. Ghayem, H. Yang, F. Kantar, S-J. Kim, V. D. Calhoun, T. Adali, New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity Using Dictionary Learning, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), June 2023. Paper Slides

[C7] H. Yang, F. Ghayem, B. Gabrielson, M. A. B. S. Akhonda, V. D. Calhoun, T. Adali, Constrained independent component analysis based on entropy bound minimization for subgroup identification from multisubject fMRI data, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), June 2023. Paper

[C6] H. Yang, MABS. Akhonda, F. Ghayem, Q. Long, VD. Calhoun, T Adali, Independent Vector Analysis Based Subgroup Identification from Multisubject fMRI Data, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2022. Paper, Slides

[C5] F. Ghayem, B. Rivet, Ch. Jutten, R. Cabral Farias, Gradient-based algorithm with spatial regularization for optimal sensor placement, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020. Paper, Slides

[C4] F. Ghayem, B. Rivet, Ch. Jutten, R. Cabral Farias, Optimal sensor placement for signal extraction, International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2019. Paper, Slides

[C3] M. Sadeghi, F. Ghayem, M. Babaie-Zadeh, S. Chatterjee, M. Skoglund, and C. Jutten, L0Soft: L0 Minimization via Soft Thresholding, in Proceedings of the 27th European Signal Processing Conference (EUSIPCO), September 2019. Paper, Codes

[C2] F. Ghayem, M. Sadeghi, M. Babaie-Zadeh, and C. Jutten, Accelerated dictionary learning for sparse signal representation, 13th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA, Grenoble, France, 2017. Paper, Codes

[C1] F. Ghayem and F. Rassaie, Helical antenna to measure radiated power density around a BTS; Design and implementation, 3rd Asia-Pacific Conference on Antennas and Propagation (APCAP), Harbin, China, July 2014. Paper

Theses

PhD Thesis: Dissertation, Slides