פרופ' פרדי גבאי

Prof. Freddy Gabbay

מוסד עיקרי

המרכז האקדמי רופין

Ruppin Academic Center

דוא״ל

freddyg@ruppin.ac.il

דיסציפלינות ראשיותMain Disciplines

Computer Sciences

דיסציפלינות משניותSecondary Disciplines

Artificial Intelligence, Computer architecture, Machine Learning

תחומי מחקר / מילות מפתחKeywords

High Performance Computing, HPC

פרסומים ויצירות עיקריים / עדכנייםMain / Recent Publications

Gabbay, F.; Mendelson, A. Electromigration-Aware Architecture for Modern Microprocessors. J. Low Power Electron. Appl. 2023, 13, 7.
Gabbay, F.; Mendelson, A. Electromigration-Aware Memory Hierarchy Architecture. J. Low Power Electron. Appl. 2023, 13, 44.
S. Kurzum, G. Shomron, F. Gabbay and U. Weiser, "Enhancing DNN Training Efficiency Via Dynamic Asymmetric Architecture," in IEEE Computer Architecture Letters, vol. 22, no. 1, pp. 49-52, Jan.-June 2023
Gabbay, F.; Lev Aharoni, R.; Schweitzer, O. Deep Neural Network Memory Performance and Throughput Modeling and Simulation Framework. Mathematics 2022, 10, 4144.
F. Gabbay, A. Mendelson, B. Salameh and M. Ganaiem, "A Design Flow and Tool for Avoiding Asymmetric Aging," in IEEE Design & Test, 2022
Gabbay, F.; Salomon, B.; Shomron, G. Structured Compression of Convolutional Neural Networks for Specialized Tasks. Mathematics 2022, 10, 3679.
Freddy Gabbay, Avi Mendelson, Asymmetric aging effect on modern microprocessors, Microelectronics Reliability, Volume 119, 2021
Gabbay, F.; Bar-Lev, S.; Montano, O.; Hadad, N. A LIME-Based Explainable Machine Learning Model for Predicting the Severity Level of COVID-19 Diagnosed Patients. Appl. Sci. 2021, 11, 10417.
Gabbay, F.; Shomron, G. Compression of Neural Networks for Specialized Tasks via Value Locality. Mathematics 2021, 9, 2612.
Gil Shomron, Freddy Gabbay, Samer Kurzum, Uri Weiser. 2021. Post-Training Sparsity-Aware Quantization. arXiv preprint arXiv:2105.11010
Karbachevsky, A.; Baskin, C.; Zheltonozhskii, E.; Yermolin, Y.; Gabbay, F.; Bronstein, A.M.; Mendelson, A. Early-Stage Neural Network Hardware Performance Analysis. Sustainability 2021, 13, 717.