Mohamed A. Elgammal

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Reinforcement Learning

Epileptic Seizures

Adaboost Classifier

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Mohamed A. Elgammal, Vaughn Betz
Breaking Boundaries: Optimizing FPGA CAD with Flexible and Multi-threaded Re-Clustering. HEART (2023)
Aman Arora, Andrew Boutros, Seyed Alireza Damghani, Karan Mathur, Vedant Mohanty, Tanmay Anand, Mohamed A. Elgammal, Kenneth B. Kent, Vaughn Betz, Lizy K. John
Koios 2.0: Open-Source Deep Learning Benchmarks for FPGA Architecture and CAD Research. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Mohamed A. Elgammal, Omar Mohamed Awad, Isak Edo Vivancos, Andreas Moshovos, Vaughn Betz
cuSCNN : an Efficient CUDA Implementation of Sparse CNNs. HEART (2023)
Fatemehsadat Mahmoudi, Mohamed A. Elgammal, Soheil Gholami Shahrouz, Kevin E. Murray, Vaughn Betz
Respect the Difference: Reinforcement Learning for Heterogeneous FPGA Placement. ICFPT (2023)
Ruichen Chen, Shengyao Lu, Mohamed A. Elgammal, Peter Chun, Vaughn Betz, Di Niu
VPR-Gym: A Platform for Exploring AI Techniques in FPGA Placement Optimization. FPL (2023)
Mohamed A. Elgammal, Kevin E. Murray, Vaughn Betz
RLPlace: Using Reinforcement Learning and Smart Perturbations to Optimize FPGA Placement. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (8) (2022)
Mohamed A. Elgammal, Vaughn Betz
Quality & Generality: A Flexible FPGA Re-Clustering Technique to Improve Packing and Placement. FPT (2022)
Heba Elhosary, Michael H. Zakhari, Mohamed A. Elgammal, Khaled A. Helal Kelany, Mohamed A. Abd El Ghany, Khaled N. Salama, Hassan Mostafa
Hardware Acceleration of High Sensitivity Power-Aware Epileptic Seizure Detection System Using Dynamic Partial Reconfiguration. IEEE Access 9 (2021)
Mohamed A. Elgammal, M. Weheiba, Mohamed M. R. Esmael, Mohamed A. Y. Abdalla, Ahmed N. Mohieldin
A 37-43GHz Two Way Current Combining Power Amplifier with 19.6-dBm P1dB for 5G Phased Arrays in 45nm-SOI CMOS. ICECS (2021)
Mohamed A. Elgammal, Kevin E. Murray, Vaughn Betz
Learn to Place: FPGA Placement Using Reinforcement Learning and Directed Moves. FPT (2020)
Kevin E. Murray, Mohamed A. Elgammal, Vaughn Betz, Tim Ansell, Keith Rothman, Alessandro Comodi
SymbiFlow and VPR: An Open-Source Design Flow for Commercial and Novel FPGAs. IEEE Micro 40 (4) (2020)
Mohamed A. Elgammal, Hassan Mostafa, Khaled N. Salama, Ahmed Nader Mohieldin
A Comparison of Artificial Neural Network(ANN) and Support Vector Machine(SVM) Classifiers for Neural Seizure Detection. MWSCAS (2019)
Aya Alzahy, Mohamed A. Elgammal, Haitham Mohammed, Hassan Mostafa
Optimal EEG Window Size for Neural Seizure Detection. MOCAST (2019)
Heba Elhosary, Michael H. Zakhari, Mohamed A. Elgammal, Mohamed A. Abd El Ghany, Khaled N. Salama, Hassan Mostafa
Low-Power Hardware Implementation of a Support Vector Machine Training and Classification for Neural Seizure Detection. IEEE Trans. Biomed. Circuits Syst. 13 (6) (2019)
Mohamed A. Elgammal, Omar A. Elkhouly, Heba Elhosary, Mohamed Elsayed, Ahmed Nader Mohieldin, Khaled N. Salama, Hassan Mostafa
Linear and Nonlinear Feature Extraction for Neural Seizure Detection. MWSCAS (2018)