Faculty DirectorySeda O. Memik
Professor of Electrical and Computer Engineering
Professor of Computer Science
Contact
2145 Sheridan RoadTech Room L471
Evanston, IL 60208-3109
847-491-7378Email Seda Memik
Website
Center for Ultra-scale Computing and Information Security
Departments
Electrical and Computer Engineering
Education
Ph.D. Computer Science, University of California, Los Angeles, CA
M.S. Electrical and Computer Engineering, Northwestern University, Evanston, IL
B.S. Electrical and Electronic Engineering, Bogazici University, Istanbul, Turkey
Research Interests
Design Automation, real-time edge AI/ML for science, thermal aware design of circuits and systems, thermal sensing and cooling systems for high performance systems, power and energy aware memory systems.
Selected Publications
- Deiana, Allison Mc Carn; Tran, Nhan; Agar, Joshua; Blott, Michaela; Di Guglielmo, Giuseppe; Duarte, Javier; Harris, Philip; Hauck, Scott; Liu, Mia; Neubauer, Mark S.; Ngadiuba, Jennifer; Ogrenci-Memik, Seda; Pierini, Maurizio; Aarrestad, Thea; Bähr, Steffen; Becker, Jürgen; Berthold, Anne Sophie; Bonventre, Richard J.; Müller Bravo, Tomás E.; Diefenthaler, Markus; Dong, Zhen; Fritzsche, Nick; Gholami, Amir; Govorkova, Ekaterina; Guo, Dongning; Hazelwood, Kyle J.; Herwig, Christian; Khan, Babar; Kim, Sehoon; Klijnsma, Thomas; Liu, Yaling; Lo, Kin Ho; Nguyen, Tri; Pezzullo, Gianantonio; Rasoulinezhad, Seyedramin; Rivera, Ryan A.; Scholberg, Kate; Selig, Justin; Sen, Sougata; Strukov, Dmitri; Tang, William; Thais, Savannah; Unger, Kai Lukas; Vilalta, Ricardo; von Krosigk, Belina; Wang, Shen; Warburton, Thomas K., Applications and Techniques for Fast Machine Learning in Science, Frontiers in Big Data (2022).
- Guglielmo, Giuseppe Di; Fahim, Farah; Herwig, Christian; Valentin, Manuel Blanco; Duarte, Javier; Gingu, Cristian; Harris, Philip; Hirschauer, James; Kwok, Martin; Loncar, Vladimir; Luo, Yingyi; Miranda, Llovizna; Ngadiuba, Jennifer; Noonan, Daniel; Ogrenci-Memik, Seda; Pierini, Maurizio; Summers, Sioni; Tran, Nhan, A Reconfigurable Neural Network ASIC for Detector Front-End Data Compression at the HL-LHC, IEEE Transactions on Nuclear Science 68(8):2179-2186 (2021).
- Luo, Yingyi; Zhao, Joshua C.; Aggarwal, Arnav; Ogrenci-Memik, Seda; Yoshii, Kazutomo, Thermal Management for FPGA Nodes in HPC Systems, ACM Transactions on Design Automation of Electronic Systems 26(2) (2020).
- Yan, Xueting; Ogrenci-Memik, Seda; Grayson, Matthew A., Micro-Scale 2D Thermal Gradiometer, IEEE Electron Device Letters 41(5):761-764 (2020).
- Fahim, Farah; Joshi, Siddhartha; Ogrenci-Memik, Seda; Mohseni, Hooman, A Low-Power, High-Speed Readout for Pixel Detectors Based on an Arbitration Tree, IEEE Transactions on Very Large Scale Integration (VLSI) Systems 28(2):576-584 (2020).
- Luo, Yingyi; Wang, Xiaoyang; Memik, Seda Ogrenci; Memik, Gokhan; Yoshii, Kazutomo; Beckman, Pete, Minimizing Thermal Variation in Heterogeneous HPC Systems with FPGA Nodes, Institute of Electrical and Electronics Engineers Inc.:537-544 (2019).
- Joshi, Siddhartha; Memik, Seda Ogrenci; Hoff, James; Liu, Tiehui, Workload Dependent Design and Power Modeling of Pattern Recognition Associative Memories, Institute of Electrical and Electronics Engineers Inc. (2018).
- Del Barrio, Alberto A.; Hermida, Roman; Memik, Seda Ogrenci, A combined arithmetic-high-level synthesis solution to deploy partial carry-save radix-8 booth multipliers in datapaths, IEEE Transactions on Circuits and Systems I: Regular Papers 66(2):742-755 (2018).