Mariam Rakka

15 papers A 2C 3Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mixed-Precision Quantization for Language Models: Techniques and Prospects.
CoRR
Mariam Rakka, Marios Fournarakis, Olga Krestinskaya, Jinane Bazzi, Khaled N. Salama, Fadi J. Kurdahi, Ahmed M. Eltawil, Mohammed E. Fouda
2025 A conf
SoftmAP: Software-Hardware Co-Design for Integer-Only Softmax on Associative Processors.
DATE
Mariam Rakka, Jinhao Li, Guohao Dai, Ahmed M. Eltawil, Mohammed E. Fouda, Fadi J. Kurdahi
2024 J jnl
A Review of State-of-the-art Mixed-Precision Neural Network Frameworks.
IEEE Trans. Pattern Anal. Mach. Intell.
Mariam Rakka, Mohammed E. Fouda, Pramod P. Khargonekar, Fadi J. Kurdahi
2024 J jnl
BF-IMNA: A Bit Fluid In-Memory Neural Architecture for Neural Network Acceleration.
CoRR
Mariam Rakka, Rachid Karami, Ahmed M. Eltawil, Mohammed E. Fouda, Fadi J. Kurdahi
2024 J jnl
FPonAP: Implementation of Floating Point Operations on Associative Processors.
IEEE Embed. Syst. Lett.
Walaa Amer, Mariam Rakka, Fadi J. Kurdahi
2024 J jnl
HDRLPIM: A Simulator for Hyper-Dimensional Reinforcement Learning Based on Processing In-Memory.
ACM J. Emerg. Technol. Comput. Syst.
Mariam Rakka, Walaa Amer, Hanning Chen, Mohsen Imani, Fadi J. Kurdahi
2024 J jnl
SoftmAP: Software-Hardware Co-design for Integer-Only Softmax on Associative Processors.
CoRR
Mariam Rakka, Jinhao Li, Guohao Dai, Ahmed M. Eltawil, Mohammed E. Fouda, Fadi J. Kurdahi
2023 J jnl
DT2CAM: A Decision Tree to Content Addressable Memory Framework.
IEEE Trans. Emerg. Top. Comput.
Mariam Rakka, Mohammed E. Fouda, Rouwaida Kanj, Fadi J. Kurdahi
2023 C conf
Hardware Implementation and Evaluation of an Information Processing Factory.
VLSI-SoC
Walaa Amer, Mariam Rakka, Rachid Karami, Minjun Seo, Mazen A. R. Saghir, Rouwaida Kanj, Fadi J. Kurdahi
2023 A conf
Information Processing Factory 2.0 - Self-awareness for Autonomous Collaborative Systems.
DATE
Nora Sperling, Alex Bendrick, Dominik Stöhrmann, Rolf Ernst, Bryan Donyanavard, Florian Maurer, Oliver Lenke, Anmol Surhonne, Andreas Herkersdorf, Walaa Amer, Caio Batista de Melo, Ping-Xiang Chen, Quang Anh Hoang, Rachid Karami, Biswadip Maity, Paul Nikolian, Mariam Rakka, Dongjoo Seo, Saehanseul Yi, Minjun Seo, Nikil D. Dutt, Fadi J. Kurdahi
2022 J jnl
DT2CAM: A Decision Tree to Content Addressable Memory Framework.
CoRR
Mariam Rakka, Mohammed E. Fouda, Rouwaida Kanj, Fadi J. Kurdahi
2022 J jnl
Mixed-Precision Neural Networks: A Survey.
CoRR
Mariam Rakka, Mohammed E. Fouda, Pramod P. Khargonekar, Fadi J. Kurdahi
2021 J jnl
Design Exploration of Sensing Techniques in 2T-2R Resistive Ternary CAMs.
IEEE Trans. Circuits Syst. II Express Briefs
Mariam Rakka, Mohamed E. Fouda, Rouwaida Kanj, Ahmed M. Eltawil, Fadi J. Kurdahi
2021 C conf
Importance Splitting Sample Point Reuse for Efficient Memory Yield Estimation.
ISCAS
Mariam Rakka, Rouwaida Kanj
2020 C conf
Hybrid Importance Splitting Importance Sampling Methodology for Fast Yield Analysis of Memory Designs.
ISCAS
Mariam Rakka, Rouwaida Kanj, Ragheb Raad