Mohammed Alawad
Orcid: 0000-0002-7491-0440
According to our database1,
Mohammed Alawad
authored at least 24 papers
between 2013 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2023
HyMNet: a Multimodal Deep Learning System for Hypertension Classification using Fundus Photographs and Cardiometabolic Risk Factors.
CoRR, 2023
Node Selection in Federated Learning Using Sparsity Regularization and Compressive Sensing.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Stochastically Pruning Large Language Models Using Sparsity Regularization and Compressive Sensing.
Proceedings of the Great Lakes Symposium on VLSI 2023, 2023
2022
Comput., 2022
2020
Inter - intra observer variability using deep learning and traditional image processing for breast cancer.
Proceedings of the 13th International Conference on Developments in eSystems Engineering, 2020
2019
Learning Domain Shift in Simulated and Clinical Data: Localizing the Origin of Ventricular Activation From 12-Lead Electrocardiograms.
IEEE Trans. Medical Imaging, 2019
IEEE Trans. Emerg. Top. Comput., 2019
Robust and Large-Scale Convolution through Stochastic-Based Processing without Multipliers.
IEEE Trans. Emerg. Top. Comput., 2019
2018
Scalable FPGA Accelerator for Deep Convolutional Neural Networks with Stochastic Streaming.
IEEE Trans. Multi Scale Comput. Syst., 2018
IEEE Trans. Multi Scale Comput. Syst., 2018
Leveraging simulation data for learning a patient-specific model to localize the origin of ventricular activation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
ACM J. Emerg. Technol. Comput. Syst., 2017
Stochastic-based multi-stage streaming realization of deep convolutional neural network.
Proceedings of the 18th International Symposium on Quality Electronic Design, 2017
Stochastic-Based Multi-stage Streaming Realization of a Deep Convolutional Neural Network (Abstract Only).
Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017
2016
IEEE Trans. Multi Scale Comput. Syst., 2016
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016
Stochastic-Based Convolutional Networks with Reconfigurable Logic Fabric (Abstract Only).
Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2016
2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
Energy-Efficient High-Order FIR Filtering through Reconfigurable Stochastic Processing (Abstract Only).
Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2015
Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015
2014
Optimally mitigating BTI-induced FPGA device aging with discriminative voltage scaling (abstract only).
Proceedings of the 2014 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2014
Energy-efficient multiplier-less discrete convolver through probabilistic domain transformation.
Proceedings of the 2014 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2014
2013
Improving memory performance in reconfigurable computing architecture through hardware-assisted dynamic graph.
Proceedings of the 2012 International Conference on Reconfigurable Computing and FPGAs, 2013
Boosting Memory Performance of Many-Core FPGA Device through Dynamic Precedence Graph.
Proceedings of the 21st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2013