Ahmad Albaqsami

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 6

Top Topics

Genetic Algorithm

Pruning Methods

Pruning Algorithm

Top Venues

IEEE Trans. Computers

ACM Trans. Intell. Syst. Technol.

Publications

Sina Shahhosseini, Ahmad Albaqsami, Masoomeh Jasemi, Nader Bagherzadeh
Partition Pruning: Parallelization-Aware Pruning for Dense Neural Networks. PDP (2020)
Ahmad Albaqsami, Maryam S. Hosseini, Masoomeh Jasemi, Nader Bagherzadeh
Adaptive HTF-MPR: An Adaptive Heterogeneous TensorFlow Mapper Utilizing Bayesian Optimization and Genetic Algorithms. ACM Trans. Intell. Syst. Technol. 11 (5) (2020)
Sina Shahhosseini, Ahmad Albaqsami, Masoomeh Jasemi, Shaahin Hessabi, Nader Bagherzadeh
Partition Pruning: Parallelization-Aware Pruning for Deep Neural Networks. CoRR (2019)
Zana Ghaderi, Nader Bagherzadeh, Ahmad Albaqsami
STABLE: Stress-Aware Boolean Matching to Mitigate BTI-Induced SNM Reduction in SRAM-Based FPGAs. IEEE Trans. Computers 67 (1) (2018)
Arquimedes Canedo, Zhi Zhang, Ahmad Albaqsami, Jiang Wan, Mohammad Abdullah Al Faruque
Maintaining the Design Intent in the Synthesis of 3-D and 1-D System Models Using Constraints. IEEE Syst. J. 12 (2) (2018)
Ahmad Albaqsami, Maryam S. Hosseini, Nader Bagherzadeh
HTF-MPR: A heterogeneous TensorFlow mapper targeting performance using genetic algorithms and gradient boosting regressors. DATE (2018)