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Tarek M. Taha · SciRah

Researcher profile · Semantic Scholar

Tarek M. Taha

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Tarek M. Taha — researcher profile on SciRah

h-index: 37
Works: 234
Citations: 9,725

Most-cited papers

A State-of-the-Art Survey on Deep Learning Theory and Architectures
M. Alom, Tarek M. Taha, Chris Yakopcic, Stefan Westberg +6 more
2019Electronics1,484 citations Open access
Semantic Scholar
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation
M. Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha +1 more
2018arXiv.org1,318 citations
Semantic Scholar
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches
M. Alom, Tarek M. Taha, Chris Yakopcic, Stefan Westberg +5 more
2018arXiv.org1,036 citations
Semantic Scholar
Recurrent residual U-Net for medical image segmentation
M. Alom, Chris Yakopcic, Mahmudul Hasan, Tarek M. Taha +1 more
2019Journal of Medical Imaging764 citations Open access
Semantic Scholar
Nuclei Segmentation with Recurrent Residual Convolutional Neural Networks based U-Net (R2U-Net)
M. Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
2018National Aerospace and Electronics Conference343 citations
Semantic Scholar
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network
M. Alom, Chris Yakopcic, Mst Shamima Nasrin, Tarek M. Taha +1 more
2018Journal of digital imaging296 citations Open access
Semantic Scholar
COVID_MTNet: COVID-19 Detection with Multi-Task Deep Learning Approaches
M. Alom, M. M. Shaifur Rahman, Mst Shamima Nasrin, Tarek M. Taha +1 more
2020arXiv.org171 citations
Semantic Scholar
Applications of Machine Learning
M. Zelinski, Tarek M. Taha, J. Howe, A. Awwal +1 more
2020Algorithms for Intelligent Systems112 citations Open access
Semantic Scholar
Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks
M. Alom, Theus H. Aspiras, Tarek M. Taha, Vijayan K. Asari
2019arXiv.org51 citations
Semantic Scholar
Medical Image Denoising with Recurrent Residual U-Net (R2U-Net) base Auto-Encoder
S. Nasrin, M. Alom, Ranga Burada, Tarek M. Taha +1 more
2019National Aerospace and Electronics Conference47 citations
Semantic Scholar
Effective Quantization Approaches for Recurrent Neural Networks
M. Alom, A. Moody, N. Maruyama, B. V. Van Essen +1 more
2018IEEE International Joint Conference on Neural Network43 citations Open access
Semantic Scholar
Survey of Deep Learning Accelerators for Edge and Emerging Computing
Shahanur Alam, Chris Yakopcic, Qing Wu, Mark D. Barnell +2 more
2024Electronics37 citations Open access
Semantic Scholar
MitosisNet: End-to-End Mitotic Cell Detection by Multi-Task Learning
M. Alom, Theus H. Aspiras, Tarek M. Taha, T. Bowen +1 more
2020IEEE Access37 citations Open access
Semantic Scholar
Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases
M. Alom, Theus H. Aspiras, Tarek M. Taha, Vijayan K. Asari +3 more
2019arXiv.org35 citations
Semantic Scholar
Improving Inertial Sensor by Reducing Errors using Deep Learning Methodology
Hua Chen, P. Aggarwal, Tarek M. Taha, V. Chodavarapu
2018National Aerospace and Electronics Conference34 citations
Semantic Scholar
Towards Improved Inertial Navigation by Reducing Errors Using Deep Learning Methodology
Hua Chen, Tarek M. Taha, V. Chodavarapu
2022Applied Sciences33 citations Open access
Semantic Scholar
Memristor Model Optimization Based on Parameter Extraction From Device Characterization Data
Chris Yakopcic, Tarek M. Taha, D. Mountain, Thomas Salter +2 more
2020IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems29 citations
Semantic Scholar
Flexible memristor based neuromorphic system for implementing multi-layer neural network algorithms
Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
2018Int. J. Parallel Emergent Distributed Syst.29 citations
Semantic Scholar
Microscopic nuclei classification, segmentation, and detection with improved deep convolutional neural networks (DCNN)
Zahangir Alom, Vijayan K. Asari, A. Parwani, Tarek M. Taha
2021Diagnostic Pathology26 citations Open access
Semantic Scholar
Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches
M. Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
2018arXiv.org24 citations
Semantic Scholar
Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System
M. Alom, Theodora Josue, Md Nayim Rahman, Willie Mitchell +2 more
2018IEEE International Joint Conference on Neural Network23 citations Open access
Semantic Scholar
Skin cancer segmentation and classification with improved deep convolutional neural network
M. Alom, Theus H. Aspiras, Tarek M. Taha, Vijayan K. Asari
2020Medical Imaging20 citations
Semantic Scholar
Solving Constraint Satisfaction Problems Using the Loihi Spiking Neuromorphic Processor
Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha +1 more
2020Design, Automation and Test in Europe19 citations
Semantic Scholar
Filament formation in lithium niobate memristors supports neuromorphic programming capability
Chris Yakopcic, Shu Wang, Wei-Song Wang, E. Shin +3 more
2018Neural computing & applications (Print)18 citations
Semantic Scholar
Associative Memory in Spiking Neural Network Form Implemented on Neuromorphic Hardware
Michael Hampo, David Fan, Todd Jenkins, Ashley DeMange +3 more
2020International Conference on Systems16 citations
Semantic Scholar
Microscopic Blood Cell Classification Using Inception Recurrent Residual Convolutional Neural Networks
M. Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
2018National Aerospace and Electronics Conference16 citations
Semantic Scholar
Memristor Based Autoencoder for Unsupervised Real-Time Network Intrusion and Anomaly Detection
M. Alam, B. R. Fernando, Yassine Jaoudi, Chris Yakopcic +3 more
2019International Conference on Systems15 citations Open access
Semantic Scholar
High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons
Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha +2 more
2019IEEE International Joint Conference on Neural Network12 citations Open access
Semantic Scholar
Memristor crossbar based implementation of a multilayer perceptron
Chris Yakopcic, Tarek M. Taha
2017National Aerospace and Electronics Conference12 citations
Semantic Scholar
Conversion of an Unsupervised Anomaly Detection System to Spiking Neural Network for Car Hacking Identification
Yassine Jaoudi, Chris Yakopcic, Tarek M. Taha
2020International Green and Sustainable Computing Conference11 citations
Semantic Scholar
Efficient Memristor-Based Architecture for Intrusion Detection and High-Speed Packet Classification
Venkataramesh Bontupalli, Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
2018ACM Journal on Emerging Technologies in Computing Systems11 citations
Semantic Scholar
Spiking Neural Networks for LPI Radar Waveform Recognition with Neuromorphic Computing
Alex Henderson, Steven Harbour, Chris Yakopcic, Tarek M. Taha +3 more
2023International Radar Conference10 citations
Semantic Scholar
Multilayer Perceptron Algorithms for Network Intrusion Detection on Portable Low Power Hardware
Kayla Chisholm, Chris Yakopcic, M. Alam, Tarek M. Taha
2020Computing and Communication Workshop and Conference10 citations
Semantic Scholar
Ex-situ training of large memristor crossbars for neural network applications
Raqibul Hasan, Chris Yakopcic, Tarek M. Taha
2018Analog Integrated Circuits and Signal Processing10 citations
Semantic Scholar
Detection and Classification of Drones Through Acoustic Features Using a Spike-Based Reservoir Computer for Low Power Applications
Alex Henderson, Chris Yakopcic, Steven Harbour, Tarek M. Taha
2022Symposium on Dependable Autonomic and Secure Computing9 citations
Semantic Scholar
3D Memristor Crossbar Architecture for a Multicore Neuromorphic System
B. R. Fernando, Yangjie Qi, Chris Yakopcic, Tarek M. Taha
2020IEEE International Joint Conference on Neural Network9 citations
Semantic Scholar
Experimental Verification of Current Conduction Mechanism for a Lithium Niobate Based Memristor
Ayesha Zaman, G. Subramanyam, E. Shin, Chris Yakopcic +5 more
20208 citations Open access
Semantic Scholar
Hardware Accelerated Semantic Declarative Memory Systems through CUDA and MapReduce
Mark Edmonds, Tanvir Atahary, Scott Douglass, Tarek M. Taha
2019IEEE Transactions on Parallel and Distributed Systems7 citations
Semantic Scholar
High Speed Approximate Cognitive Domain Ontologies for Asset Allocation based on Isolated Spiking Neurons
Chris Yakopcic, Tanvir Atahary, Tarek M. Taha, Alex Beigh +1 more
2018National Aerospace and Electronics Conference7 citations
Semantic Scholar
Accelerating Inference In Long Short-Term Memory Neural Networks
Thomas C. Mealey, Tarek M. Taha
2018National Aerospace and Electronics Conference7 citations
Semantic Scholar
Memristor Based Liquid State Machine With Method for In-Situ Training
Alex Henderson, Chris Yakopcic, Cory E. Merkel, Hananel Hazan +2 more
2024IEEE transactions on nanotechnology6 citations
Semantic Scholar
TRIM: A Design Space Exploration Model for Deep Neural Networks Inference and Training Accelerators
Yangjie Qi, Shuo Zhang, Tarek M. Taha
2021IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems6 citations Open access
Semantic Scholar
Leveraging the Manycore Architecture of the Loihi Spiking Processor to Perform Quasi-Complete Constraint Satisfaction
Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha +1 more
2020IEEE International Joint Conference on Neural Network6 citations
Semantic Scholar
Low Power Memristor Crossbar Based Winner Takes All Circuit
Rasitha Fernando, Raqibul Hasan, Tarek M. Taha
2018IEEE International Joint Conference on Neural Network6 citations
Semantic Scholar
Task Allocation Performance Comparison for Low Power Devices
Nayim Rahman, Tanvir Atahary, Chris Yakopcic, Tarek M. Taha +1 more
2018National Aerospace and Electronics Conference6 citations
Semantic Scholar
Memristor Based Circuit Design for Liquid State Machine Verified with Temporal Classification
Alex Henderson, Chris Yakopcic, Steven Harbour, Tarek M. Taha
2022IEEE International Joint Conference on Neural Network5 citations
Semantic Scholar
Memristor Based Federated Learning for Network Security on the Edge using Processing in Memory (PIM) Computing
Shahanur Alam, Chris Yakopcic, Tarek M. Taha
2022IEEE International Joint Conference on Neural Network5 citations
Semantic Scholar
Memristor Based Neuromorphic Adaptive Resonance Theory for One-Shot Online Learning and Network Intrusion Detection
M. Alam, Chris Yakopcic, G. Subramanyam, Tarek M. Taha
2020International Conference on Systems5 citations Open access
Semantic Scholar
PColorNet: investigating the impact of different color spaces for pathological image classification
Mst Shamima Nasrin, M. Alom, Tarek M. Taha, Vijayan K. Asari
2020Digital Pathology5 citations
Semantic Scholar
Histopathological image classification with deep convolutional neural networks
M. Alom, Theus H. Aspiras, Tarek M. Taha, Vijayan K. Asari
2019Optical Engineering + Applications5 citations
Semantic Scholar

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