Mohammed Alawad

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Compressive Sensing

Stochastic Process

Convolutional Neural Networks

Top Venues

IEEE Trans. Multi Scale Comput. Syst.

ACM Great Lakes Symposium on VLSI

IEEE Trans. Emerg. Top. Comput.

Publications

Mohammed Alawad, Md Ishak
Probabilistic Bayesian Neural Networks for Efficient Inference. ACM Great Lakes Symposium on VLSI (2024)
Shahad Alahmed, Qutaiba Alasad, Jiann-Shiun Yuan, Mohammed Alawad
Impacting Robustness in Deep Learning-Based NIDS through Poisoning Attacks. Algorithms 17 (4) (2024)
Mohammed Alawad, Mohammad Munzurul Islam
Sparsifying Graph Neural Networks with Compressive Sensing. ACM Great Lakes Symposium on VLSI (2024)
Mohammed Baharoon, Hessa Almatar, Reema Alduhayan, Tariq Aldebasi, Badr Alahmadi, Yahya Bokhari, Mohammed Alawad, Ahmed Almazroa, Abdulrhman Aljouie
HyMNet: a Multimodal Deep Learning System for Hypertension Classification using Fundus Photographs and Cardiometabolic Risk Factors. CoRR (2023)
Mohammad Munzurul Islam, Mohammed Alawad
Stochastically Pruning Large Language Models Using Sparsity Regularization and Compressive Sensing. ACM Great Lakes Symposium on VLSI (2023)
Mohammad Munzurul Islam, Mohammed Alawad
Node Selection in Federated Learning Using Sparsity Regularization and Compressive Sensing. ICMLA (2023)
Shahad Alahmed, Qutaiba Alasad, Maytham M. Hammood, Jiann-Shiun Yuan, Mohammed Alawad
Mitigation of Black-Box Attacks on Intrusion Detection Systems-Based ML. Comput. 11 (7) (2022)
Ahmed Almazroa, Barrak Alsomaie, Najd Alluhaydan, Amal Alhaidary, Mohammed Fahim, Wadood Abdul, Mohammed Alawad, Altaf Khan, Ebtihal Alenezi, Taghreed almotairi, AlJowharah Alyahya, Raghad Alfulayj, Manar Althobaiti, Jawaher bin Maythir
Inter - intra observer variability using deep learning and traditional image processing for breast cancer. DeSE (2020)
Mohammed Alawad, Linwei Wang
Learning Domain Shift in Simulated and Clinical Data: Localizing the Origin of Ventricular Activation From 12-Lead Electrocardiograms. IEEE Trans. Medical Imaging 38 (5) (2019)
Mohammed Alawad, Mingjie Lin
Survey of Stochastic-Based Computation Paradigms. IEEE Trans. Emerg. Top. Comput. 7 (1) (2019)
Mohammed Alawad, Yu Bai, Ronald F. DeMara, Mingjie Lin
Robust and Large-Scale Convolution through Stochastic-Based Processing without Multipliers. IEEE Trans. Emerg. Top. Comput. 7 (1) (2019)
Mohammed Alawad, Mingjie Lin
Scalable FPGA Accelerator for Deep Convolutional Neural Networks with Stochastic Streaming. IEEE Trans. Multi Scale Comput. Syst. 4 (4) (2018)
Mohammed Alawad, Linwei Wang
Leveraging simulation data for learning a patient-specific model to localize the origin of ventricular activation. ISBI (2018)
Mohammed Alawad, Mingjie Lin
Memory-Efficient Probabilistic 2-D Finite Impulse Response (FIR) Filter. IEEE Trans. Multi Scale Comput. Syst. 4 (1) (2018)
Mohammed Alawad, Mingjie Lin
Stochastic-based multi-stage streaming realization of deep convolutional neural network. ISQED (2017)
Mohammed Alawad, Mingjie Lin
Stochastic-Based Multi-stage Streaming Realization of a Deep Convolutional Neural Network (Abstract Only). FPGA (2017)
Mohammed Alawad, Mingjie Lin
Sketching Computation with Stochastic Processing Engines. ACM J. Emerg. Technol. Comput. Syst. 13 (3) (2017)
Mohammed Alawad, Mingjie Lin
Stochastic-Based Convolutional Networks with Reconfigurable Logic Fabric (Abstract Only). FPGA (2016)
Mohammed Alawad, Mingjie Lin
Stochastic-Based Deep Convolutional Networks with Reconfigurable Logic Fabric. IEEE Trans. Multi Scale Comput. Syst. 2 (4) (2016)
Mohammed Alawad, Mingjie Lin
Stochastic-Based Convolutional Networks with Reconfigurable Logic Fabric. ISVLSI (2016)
Mohammed Alawad, Mingjie Lin
FIR Filter Based on Stochastic Computing with Reconfigurable Digital Fabric. FCCM (2015)
Mohammed Alawad, Mingjie Lin
Energy-Efficient High-Order FIR Filtering through Reconfigurable Stochastic Processing (Abstract Only). FPGA (2015)
Mohammed Alawad, Sinan Ismail, Mingjie Lin
Neural network-based fuzzy control surface implementation. GlobalSIP (2015)
Yu Bai, Mohammed Alawad, Mingjie Lin
Optimally mitigating BTI-induced FPGA device aging with discriminative voltage scaling (abstract only). FPGA (2014)
Mohammed Alawad, Yu Bai, Ronald F. DeMara, Mingjie Lin
Energy-efficient multiplier-less discrete convolver through probabilistic domain transformation. FPGA (2014)
Yu Bai, Mohammed Alawad, Michael Riera, Mingjie Lin
Improving memory performance in reconfigurable computing architecture through hardware-assisted dynamic graph. ReConFig (2013)
Yu Bai, Abigail Fuentes-Rivera, Michael Riera, Mohammed Alawad, Mingjie Lin
Boosting Memory Performance of Many-Core FPGA Device through Dynamic Precedence Graph. FCCM (2013)