Mohammed Alawad
Mohammed Alawad
Assistant Professor at Wayne State University
Verified email at wayne.edu - Homepage
Title
Cited by
Cited by
Year
Energy-efficient multiplier-less discrete convolver through probabilistic domain transformation
M Alawad, Y Bai, RF DeMara, M Lin
Proceedings of the 2014 ACM/SIGDA international symposium on Field …, 2014
1272014
LabVIEW FPGA implementation of a PID controller for DC motor speed control
FH Ali, MM Hussein, SMB Ismael
2010 1st International Conference on Energy, Power and Control (EPC-IQ), 139-144, 2010
402010
Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks
M Alawad, S Gao, JX Qiu, HJ Yoon, J Blair Christian, L Penberthy, ...
Journal of the American Medical Informatics Association 27 (1), 89-98, 2020
312020
Stochastic-based deep convolutional networks with reconfigurable logic fabric
M Alawad, M Lin
IEEE Transactions on multi-scale computing systems 2 (4), 242-256, 2016
222016
Survey of Stochastic-based Computation Paradigms
M Alawad, M Lin
IEEE Transactions on Emerging Topics in Computing, 2016
152016
Classifying cancer pathology reports with hierarchical self-attention networks
S Gao, JX Qiu, M Alawad, JD Hinkle, N Schaefferkoetter, HJ Yoon, ...
Artificial intelligence in medicine 101, 101726, 2019
142019
Retrofitting word embeddings with the UMLS metathesaurus for clinical information extraction
M Alawad, SMS Hasan, JB Christian, G Tourassi
2018 IEEE International Conference on Big Data (Big Data), 2838-2846, 2018
142018
Fir filter based on stochastic computing with reconfigurable digital fabric
M Alawad, M Lin
2015 IEEE 23rd Annual International Symposium on Field-Programmable Custom …, 2015
142015
Coarse-to-fine multi-task training of convolutional neural networks for automated information extraction from cancer pathology reports
M Alawad, HJ Yoon, GD Tourassi
2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018
122018
Energy efficient stochastic-based deep spiking neural networks for sparse datasets
M Alawad, HJ Yoon, G Tourassi
2017 IEEE International Conference on Big Data (Big Data), 311-318, 2017
62017
Model-based Hyperparameter Optimization of Convolutional Neural Networks for Information Extraction from Cancer Pathology Reports on HPC
HJ Yoon, J Gounley, S Gao, MM Alawad, A Ramanathan, G Tourassi
2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 2019
52019
Deep Transfer Learning Across Cancer Registries for Information Extraction from Pathology Reports
MM Alawad, S Gao, JX Qiu, NT Schaefferkoetter, J Hinkle, HJ Yoon, ...
2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 2019
52019
Scalable FPGA Accelerator for Deep Convolutional Neural Networks with Stochastic Streaming
M Alawad, M Lin
IEEE Transactions on Multi-Scale Computing Systems 4 (4), 888-899, 2018
52018
Limitations of Transformers on Clinical Text Classification
S Gao, M Alawad, MT Young, J Gounley, N Schaefferkoetter, HJ Yoon, ...
IEEE journal of biomedical and health informatics, 2021
42021
Memory-Efficient Probabilistic 2-D Finite Impulse Response (FIR) Filter
M Alawad, M Lin
IEEE Transactions on Multi-Scale Computing Systems, 1-1, 2017
42017
Robust and Large-Scale Convolution through Stochastic-Based Processing without Multipliers
M Alawad, Y Bai, RF DeMara, M Lin
IEEE Transactions on Emerging Topics in Computing 7 (1), 80-97, 2016
42016
Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports
HJ Yoon, HB Klasky, JP Gounley, M Alawad, S Gao, EB Durbin, XC Wu, ...
Journal of Biomedical Informatics 110, 103564, 2020
32020
Privacy-Preserving Deep Learning NLP Models for Cancer Registries
M Alawad, HJ Yoon, S Gao, B Mumphrey, XC Wu, EB Durbin, JC Jeong, ...
IEEE Transactions on Emerging Topics in Computing, 1-1, 2020
32020
FPGA Hardware Implementation of Smart Home Autonomous System Based on Deep Learning
BMH Alhafidh, AI Daood, MM Alawad, W Allen
International Conference on Internet of Things, 121-133, 2018
32018
Stochastic-Based Multi-Stage Streaming Realization of Deep Convolutional Neural Network
M Alawad, M Lin
Proceedings of The 18th International Symposium on Quality Electronic Design …, 2017
32017
The system can't perform the operation now. Try again later.
Articles 1–20