Tarek M. Taha
Orcid: 0009-0002-1240-7468
According to our database1,
Tarek M. Taha
authored at least 109 papers
between 1999 and 2024.
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Bibliography
2024
Q-Learning Based Cognitive Domain Ontology Representation and Solving on Low Power Computing Platforms.
IEEE Access, 2024
2023
TRIM: A Design Space Exploration Model for Deep Neural Networks Inference and Training Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2023
Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2023
2022
Circuit Optimization Techniques for Efficient Ex-Situ Training of Robust Memristor Based Liquid State Machine.
Proceedings of the 17th ACM International Symposium on Nanoscale Architectures, 2022
Memristor Based Circuit Design for Liquid State Machine Verified with Temporal Classification.
Proceedings of the International Joint Conference on Neural Networks, 2022
Memristor Based Federated Learning for Network Security on the Edge using Processing in Memory (PIM) Computing.
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
Parallelized path-based search for constraint satisfaction in autonomous cognitive agents.
J. Supercomput., 2021
Mach. Vis. Appl., 2021
2020
Memristor Model Optimization Based on Parameter Extraction From Device Characterization Data.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
Neural Comput. Appl., 2020
IEEE Access, 2020
Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020
PColorNet: investigating the impact of different color spaces for pathological image classification.
Proceedings of the Medical Imaging 2020: Digital Pathology, 2020
Leveraging the Manycore Architecture of the Loihi Spiking Processor to Perform Quasi-Complete Constraint Satisfaction.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Associative Memory in Spiking Neural Network Form Implemented on Neuromorphic Hardware.
Proceedings of the International Conference on Neuromorphic Systems, 2020
Memristor Based Neuromorphic Adaptive Resonance Theory for One-Shot Online Learning and Network Intrusion Detection.
Proceedings of the International Conference on Neuromorphic Systems, 2020
Conversion of an Unsupervised Anomaly Detection System to Spiking Neural Network for Car Hacking Identification.
Proceedings of the 11th International Green and Sustainable Computing Workshops, 2020
Memristor Based Neuromorphic Network Security System Capable of Online Incremental Learning and Anomaly Detection.
Proceedings of the 11th International Green and Sustainable Computing Workshops, 2020
Solving Constraint Satisfaction Problems Using the Loihi Spiking Neuromorphic Processor.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
Multilayer Perceptron Algorithms for Network Intrusion Detection on Portable Low Power Hardware.
Proceedings of the 10th Annual Computing and Communication Workshop and Conference, 2020
2019
IEEE Trans. Parallel Distributed Syst., 2019
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network.
J. Digit. Imaging, 2019
Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks.
CoRR, 2019
Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases.
CoRR, 2019
High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons.
Proceedings of the International Joint Conference on Neural Networks, 2019
Design Space Evaluation of a Memristor Crossbar Based Multilayer Perceptron for Image Processing.
Proceedings of the International Joint Conference on Neural Networks, 2019
Memristor Based Autoencoder for Unsupervised Real-Time Network Intrusion and Anomaly Detection.
Proceedings of the International Conference on Neuromorphic Systems, 2019
2018
Flexible memristor based neuromorphic system for implementing multi-layer neural network algorithms.
Int. J. Parallel Emergent Distributed Syst., 2018
Filament formation in lithium niobate memristors supports neuromorphic programming capability.
Neural Comput. Appl., 2018
Efficient Memristor-Based Architecture for Intrusion Detection and High-Speed Packet Classification.
ACM J. Emerg. Technol. Comput. Syst., 2018
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network.
CoRR, 2018
Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches.
CoRR, 2018
CoRR, 2018
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation.
CoRR, 2018
Handwritten Bangla Character Recognition Using the State-of-the-Art Deep Convolutional Neural Networks.
Comput. Intell. Neurosci., 2018
Analysis and Design of Memristor Crossbar Based Neuromorphic Intrusion Detection Hardware.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
A fast single-image super-resolution via directional edge-guided regularized extreme learning regression.
Signal Image Video Process., 2017
State Preserving Extreme Learning Machine: A Monotonically Increasing Learning Approach.
Neural Process. Lett., 2017
Microelectron. J., 2017
Proceedings of the Neuromorphic Computing Symposium, 2017
Methods for high resolution programming in lithuim niobate memristors for neuromorphic hardware.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Extremely parallel memristor crossbar architecture for convolutional neural network implementation.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Object recognition using cellular simultaneous recurrent networks and convolutional neural network.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the IEEE International Conference on Rebooting Computing, 2017
Cognitive Domain Ontologies in lookup tables stored in a memristor string matching architecture.
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017
2016
J. Supercomput., 2016
Microelectron. J., 2016
A Reconfigurable Low Power High Throughput Streaming Architecture for Big Data Processing.
CoRR, 2016
Computer, 2016
Memristor crossbar deep network implementation based on a Convolutional neural network.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the IEEE International Conference on Rebooting Computing, 2016
Non-regularized State Preserving Extreme Learning Machine for Natural Scene Classification.
Proceedings of International Conference on Computer Vision and Image Processing, 2016
2015
Int. J. Monit. Surveillance Technol. Res., 2015
Proceedings of the 16th IEEE/ACIS International Conference on Software Engineering, 2015
Proceedings of the 16th IEEE/ACIS International Conference on Software Engineering, 2015
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015
Memristor based neuromorphic circuit for ex-situ training of multi-layer neural network algorithms.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2014
Low Power Neuromorphic Architectures to Enable Pervasive Deployment of Intrusion Detection Systems.
Proceedings of the Cybersecurity Systems for Human Cognition Augmentation, 2014
Proceedings of the Network Science and Cybersecurity, 2014
On-Chip Power Minimization Using Serialization-Widening with Frequent Value Encoding.
VLSI Design, 2014
A communication reduction approach to iteratively solve large sparse linear systems on a GPGPU cluster.
Clust. Comput., 2014
Proceedings of the 27th IEEE International System-on-Chip Conference, 2014
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
2013
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013
Proceedings of the 14th ACIS International Conference on Software Engineering, 2013
Memristor SPICE model and crossbar simulation based on devices with nanosecond switching time.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Energy efficient perceptron pattern recognition using segmented memristor crossbar arrays.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Routing bandwidth model for feed forward neural networks on multicore neuromorphic architectures.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
GPGPU acceleration of Cellular Simultaneous Recurrent Networks adapted for maze traversals.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
2010
Acceleration of hierarchical Bayesian network based cortical models on multicore architectures.
Parallel Comput., 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
2009
J. Supercomput., 2009
Microprocess. Microsystems, 2009
Proceedings of the ReConFig'09: 2009 International Conference on Reconfigurable Computing and FPGAs, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Character recognition with two spiking neural network models on multicore architectures.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing, 2009
Proceedings of the 47th Annual Southeast Regional Conference, 2009
2008
IEEE Trans. Computers, 2008
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008
2007
Proceedings of the ACM/IEEE Conference on High Performance Networking and Computing, 2007
2006
PSATSim: an interactive graphical superscalar architecture simulator for power and performance analysis.
Proceedings of the 2006 Workshop on Computer Architecture Education, 2006
2005
Proceedings of the 43nd Annual Southeast Regional Conference, 2005
2002
Proceedings of the 9th Working Conference on Reverse Engineering (WCRE 2002), 28 October, 2002
2000
IEEE Trans. Very Large Scale Integr. Syst., 2000
1999
Proceedings of the 18th Conference on Advanced Research in VLSI (ARVLSI '99), 1999