Grants per year
Personal profile
Education/Academic qualification
Computer Science, PhD, University of California at Los Angeles
… → 2003
Electrical and Computer Engineering, MS, Northwestern University
… → 2000
Electrical and Electronic Engineering, BS, Bogazici University
… → 1998
Research interests keywords
- Design Automation
- Thermal aware design of circuits and systems
- Thermal sensing and cooling systems for high performance systems
- Power and energy aware memory systems
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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POSE: Phase II: An Open Source Ecosystem for Collaborative Rapid Design of Edge AI Hardware Accelerators for Integrated Data Analysis and Discovery
Ogrenci, S. (PD/PI)
10/1/23 → 9/30/25
Project: Research project
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Adaptive Edge-ML Accelerators for Integrated Data Analysis and Discovery in HEP
Ogrenci, S. (PD/PI)
6/1/23 → 3/31/26
Project: Research project
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Accelerator Real-time Edge AI for Distributed Systems (READS)
Ogrenci, S. (PD/PI), Ogrenci, S. (PD/PI), Liu, H. (Co-PD/PI) & Liu, H. (Co-PD/PI)
Fermi Research Alliance, LLC, Fermi National Accelerator Laboratory, Department of Energy
8/2/21 → 8/31/24
Project: Research project
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A Design Methodology for ASICs in Cryogenic Operation
Ogrenci, S. (PD/PI)
Fermi Research Alliance, LLC, Fermi National Accelerator Laboratory, Department of Energy
6/1/21 → 12/31/22
Project: Research project
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Testing and Characterization for Pattern Recognition ASIC Development
Ogrenci, S. (PD/PI)
Fermi Research Alliance, LLC, Fermi National Accelerator Laboratory, Department of Energy
11/21/17 → 12/31/19
Project: Research project
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A High Level Synthesis Methodology for Dynamic Monitoring of FPGA ML Accelerators
Forelli, R. F., Shi, R., Ogrenci, S. & Agar, J., 2024, Proceedings - 2024 IEEE 42nd VLSI Test Symposium, VTS 2024. IEEE Computer Society, (Proceedings of the IEEE VLSI Test Symposium).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ML-Based Real-Time Control at the Edge: An Approach Using hls4ml
Shi, R., Ogrenci, S., Arnold, J. M., Berlioz, J. R., Hanlet, P., Hazelwood, K. J., Ibrahim, M. A., Liu, H., Nagaslaev, V. P., Narayanan, A., Nicklaus, D. J., Mitrevski, J., Pradhan, G., Saewert, A. L., Schupbach, B. A., Seiya, K., Thieme, M., Thurman-Keup, R. M. & Tran, N. V., 2024, 2024 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2024. Institute of Electrical and Electronics Engineers Inc., p. 191 1 p. (2024 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
A Cryogenic Readout IC with 100 KSPS in-Pixel ADC for Skipper CCD-in-CMOS Sensors
Quinn, A., Valentin, M. B., Zimmerman, T., Braga, D., Memik, S. & Fahim, F., 2023, ISCAS 2023 - 56th IEEE International Symposium on Circuits and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2023-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Scopus citations -
FPGA ARCHITECTURES FOR DISTRIBUTED ML SYSTEMS FOR REAL-TIME BEAM LOSS DE-BLENDING
Ibrahim, M. A., Austin, M. R., Arnold, J. M., Berlioz, J. R., Hanlet, P., Hazelwood, K. J., Mitrevski, J., Nagaslaev, V. P., Nicklaus, D. J., Pradhan, G., Saewert, A. L., Schupbach, B. A., Seiya, K., Thurman-Keup, R. M., Tran, N. V., Narayanan, A., Hu, J. Y. C., Xu, C., Jiang, J. & Liu, H. & 4 others, , 2023, 12th International Beam Instrumentation Conference, IBIC 2023 - Proceedings. JACoW Publishing, p. 160-163 4 p. (Proceedings of the International Beam Instrumentation Conference, IBIC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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In-pixel AI for lossy data compression at source for X-ray detectors
B. Valentin, M., Di Guglielmo, G., Noonan, D., Dilip, P., Huang, P., Quinn, A., Zimmerman, T., Braga, D., Ogrenci, S., Jacobsen, C., Tran, N. & Fahim, F., Dec 2023, In: Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 1057, 168665.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations