Machine learning

  • M. A. Vosoughi and A. Wismüller, “Large-scale extended Granger causality for classification of marijuana users from functional MRI,” International Society for Optics and Photonics (SPIE), pp. ??-??, accepted for February 2021.
  • A. Wismüller, A. Dsouza, A. Abidin, and M. A. Vosoughi, “Network connectivity analysis in complex systems using large-scale non-linear Granger causality (lsNGC),” International Society for Optics and Photonics (SPIE), pp. ??-??, accepted for February 2021.
  • A. Wismüller and M. A. Vosoughi, “Classification of schizophrenia from functional MRI using large-scale extended Granger causality,” International Society for Optics and Photonics (SPIE), pp. ??-??, accepted for February 2021.
  • A. Wismüller and M. A. Vosoughi, “Large-scale augmented Granger causality (lsAGC) for connectivity analysis in complex systems: from computer simulations to functional MRI (fMRI),” International Society for Optics and Photonics (SPIE), pp. ??-??, accepted for February 2021.

Integrated circuits

  • A. Vosoughi, L. Wang and S. Köse, “Voltage regulator assisted lightweight countermeasure against fault injection attacks,” arXiv preprint arXiv:2001.03230.
  • M. A. Vosoughi, “Distributed Injection-Locking in Analog Ising Machines to Solve Combinatorial Optimizations,” IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5, October 2020.
  • M. A. Vosoughi and S. Köse, “Combined Distinguishers to Enhance the Accuracy and Success of Side Channel Analysis,” IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5, May 2019.
  • A. Vosoughi and S. Köse, “Leveraging On-Chip Voltage Regulators Against Fault Injection Attacks,” ACM Great Lakes Symposium on VLSI (GLSVLSI), pp. 15-20, May 2019.
  • A. Vosoughi, L. Wang and S. Köse, “Bus-Invert Coding as a Low-Power Countermeasure Against Correlation Power Analysis Attack,” ACM System-Level Interconnect Prediction (SLIP), pp. 1-5, April 2019.
  • M. A. Vosoughi, H. Torun and G. Dundar, “Noise Analysis in Switched-Capacitor Amplifier Based Sensors,” 2017 New Generation of CAS (NGCAS), pp. 249-252, September 2017.
  • M. A. Vosoughi. A 10 bit interface circuit for an array of capacitive transducers. M.Sc. Dissertation, Bogaziçi University, 2016.

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