Tarek M. Taha

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 73

Top Venues

Publications

Nayim Rahman, Tanvir Atahary, Chris Yakopcic, Tarek M. Taha, Scott Douglass
Q-Learning Based Cognitive Domain Ontology Representation and Solving on Low Power Computing Platforms. IEEE Access 12 (2024)
Yangjie Qi, Shuo Zhang, Tarek M. Taha
TRIM: A Design Space Exploration Model for Deep Neural Networks Inference and Training Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (5) (2023)
Md. Shahanur Alam, Chris Yakopcic, Tarek M. Taha
On-Chip Optimization and Deep Reinforcement Learning in Memristor Based Computing. NANOARCH (2023)
Md. Shahanur Alam, Chris Yakopcic, Tarek M. Taha
Memristor Based Federated Learning for Network Security on the Edge using Processing in Memory (PIM) Computing. IJCNN (2022)
Alex Henderson, Chris Yakopcic, Steven Harbour, Tarek M. Taha
Memristor Based Circuit Design for Liquid State Machine Verified with Temporal Classification. IJCNN (2022)
Alex Henderson, Chris Yakopcic, Steven Harbour, Tarek M. Taha, Cory E. Merkel, Hananel Hazan
Circuit Optimization Techniques for Efficient Ex-Situ Training of Robust Memristor Based Liquid State Machine. NANOARCH (2022)
Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Inception recurrent convolutional neural network for object recognition. Mach. Vis. Appl. 32 (1) (2021)
Yangjie Qi, Shuo Zhang, Tarek M. Taha
TRIM: A Design Space Exploration Model for Deep Neural Networks Inference and Training Accelerators. CoRR (2021)
Tanvir Atahary, Tarek M. Taha, Scott Douglass
Parallelized path-based search for constraint satisfaction in autonomous cognitive agents. J. Supercomput. 77 (2) (2021)
Michael Hampo, David Fan, Todd Jenkins, Ashley DeMange, Stefan Westberg, Trevor Bihl, Tarek M. Taha
Associative Memory in Spiking Neural Network Form Implemented on Neuromorphic Hardware. ICONS (2020)
Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Scott Douglass
Leveraging the Manycore Architecture of the Loihi Spiking Processor to Perform Quasi-Complete Constraint Satisfaction. IJCNN (2020)
B. Rasitha Fernando, Yangjie Qi, Chris Yakopcic, Tarek M. Taha
3D Memristor Crossbar Architecture for a Multicore Neuromorphic System. IJCNN (2020)
Chris Yakopcic, Tarek M. Taha, David J. Mountain, Thomas Salter, Matthew J. Marinella, Mark R. McLean
Memristor Model Optimization Based on Parameter Extraction From Device Characterization Data. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (5) (2020)
Tarek M. Taha, Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Scott Douglass
Cognitive Domain Ontologies: HPCs to Ultra Low Power Neuromorphic Platforms. NICE (2020)
Kayla Chisholm, Chris Yakopcic, Md. Shahanur Alam, Tarek M. Taha
Multilayer Perceptron Algorithms for Network Intrusion Detection on Portable Low Power Hardware. CCWC (2020)
Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Improved inception-residual convolutional neural network for object recognition. Neural Comput. Appl. 32 (1) (2020)
Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Scott Douglass
Solving Constraint Satisfaction Problems Using the Loihi Spiking Neuromorphic Processor. DATE (2020)
Mst Shamima Nasrin, Md. Zahangir Alom, Tarek M. Taha, Vijayan K. Asari
PColorNet: investigating the impact of different color spaces for pathological image classification. Medical Imaging: Digital Pathology (2020)
Yassine Jaoudi, Chris Yakopcic, Tarek M. Taha
Conversion of an Unsupervised Anomaly Detection System to Spiking Neural Network for Car Hacking Identification. IGSC (Workshops) (2020)
Md. Zahangir Alom, M. M. Shaifur Rahman, Mst Shamima Nasrin, Tarek M. Taha, Vijayan K. Asari
COVID_MTNet: COVID-19 Detection with Multi-Task Deep Learning Approaches. CoRR (2020)
Md. Shahanur Alam, Chris Yakopcic, Guru Subramanyam, Tarek M. Taha
Memristor Based Neuromorphic Network Security System Capable of Online Incremental Learning and Anomaly Detection. IGSC (Workshops) (2020)
Md. Zahangir Alom, Theus H. Aspiras, Tarek M. Taha, T. J. Bowen, Vijayan K. Asari
MitosisNet: End-to-End Mitotic Cell Detection by Multi-Task Learning. IEEE Access 8 (2020)
Md. Shahanur Alam, Chris Yakopcic, Guru Subramanyam, Tarek M. Taha
Memristor Based Neuromorphic Adaptive Resonance Theory for One-Shot Online Learning and Network Intrusion Detection. ICONS (2020)
Md. Zahangir Alom, Theus H. Aspiras, Tarek M. Taha, Vijayan K. Asari
Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks. CoRR (2019)
Mark Edmonds, Tanvir Atahary, Scott Douglass, Tarek M. Taha
Hardware Accelerated Semantic Declarative Memory Systems through CUDA and MapReduce. IEEE Trans. Parallel Distributed Syst. 30 (3) (2019)
Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Alex Beigh, Scott Douglass
High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons. IJCNN (2019)
Md. Zahangir Alom, Theus H. Aspiras, Tarek M. Taha, Vijayan K. Asari, T. J. Bowen, Dave Billiter, Simon Arkell
Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases. CoRR (2019)
Md. Shahanur Alam, B. Rasitha Fernando, Yassine Jaoudi, Chris Yakopcic, Raqibul Hasan, Tarek M. Taha, Guru Subramanyam
Memristor Based Autoencoder for Unsupervised Real-Time Network Intrusion and Anomaly Detection. ICONS (2019)
Chris Yakopcic, B. Rasitha Fernando, Tarek M. Taha
Design Space Evaluation of a Memristor Crossbar Based Multilayer Perceptron for Image Processing. IJCNN (2019)
Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Alex Beigh, Scott Douglass
High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons. CoRR (2019)
Md. Zahangir Alom, Chris Yakopcic, Mst Shamima Nasrin, Tarek M. Taha, Vijayan K. Asari
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network. J. Digit. Imaging 32 (4) (2019)
Md. Zahangir Alom, Theodore Josue, Md Nayim Rahman, Will Mitchell, Chris Yakopcic, Tarek M. Taha
Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System. IJCNN (2018)
Md. Zahangir Alom, Adam T. Moody, Naoya Maruyama, Brian C. Van Essen, Tarek M. Taha
Effective Quantization Approaches for Recurrent Neural Networks. CoRR (2018)
Chris Yakopcic, Shu Wang, Weisong Wang, Eunsung Shin, John Boeckl, Guru Subramanyam, Tarek M. Taha
Filament formation in lithium niobate memristors supports neuromorphic programming capability. Neural Comput. Appl. 30 (12) (2018)
Venkata Ramesh Bontupalli, Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
Efficient Memristor-Based Architecture for Intrusion Detection and High-Speed Packet Classification. ACM J. Emerg. Technol. Comput. Syst. 14 (4) (2018)
Md. Zahangir Alom, Tarek M. Taha, Christopher Yakopcic, Stefan Westberg, Paheding Sidike, Mst Shamima Nasrin, Brian C. Van Essen, Abdul A. S. Awwal, Vijayan K. Asari
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches. CoRR (2018)
Md. Zahangir Alom, Paheding Sidike, Mahmudul Hasan, Tarek M. Taha, Vijayan K. Asari
Handwritten Bangla Character Recognition Using the State-of-the-Art Deep Convolutional Neural Networks. Comput. Intell. Neurosci. 2018 (2018)
Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
Flexible memristor based neuromorphic system for implementing multi-layer neural network algorithms. Int. J. Parallel Emergent Distributed Syst. 33 (4) (2018)
Md. Zahangir Alom, Theodore Josue, Md Nayim Rahman, Will Mitchell, Chris Yakopcic, Tarek M. Taha
Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System. CoRR (2018)
Md. Zahangir Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network. CoRR (2018)
Md. Zahangir Alom, Adam T. Moody, Naoya Maruyama, Brian C. Van Essen, Tarek M. Taha
Effective Quantization Approaches for Recurrent Neural Networks. IJCNN (2018)
Rasitha Fernando, Raqibul Hasan, Tarek M. Taha
Low Power Memristor Crossbar Based Winner Takes All Circuit. IJCNN (2018)
Yangjie Qi, Raqibul Hasan, Tarek M. Taha
Socrates-D 2.0: A Low Power High Throughput Architecture for Deep Network Training. IJCNN (2018)
Chris Yakopcic, Tarek M. Taha
Analysis and Design of Memristor Crossbar Based Neuromorphic Intrusion Detection Hardware. IJCNN (2018)
Md. Zahangir Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches. CoRR (2018)
Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation. CoRR (2018)
Raqibul Hasan, Tarek M. Taha
Memristor crossbar based winner take all circuit design for self-organization. NCS (2017)
Chris Yakopcic, Shu Wang, Weisong Wang, Eunsung Shin, Guru Subramanyam, Tarek M. Taha
Methods for high resolution programming in lithuim niobate memristors for neuromorphic hardware. IJCNN (2017)
Md. Zahangir Alom, Tarek M. Taha
Network intrusion detection for cyber security on neuromorphic computing system. IJCNN (2017)
Md. Zahangir Alom, Brian Van Essen, Adam T. Moody, David Peter Widemann, Tarek M. Taha
Quadratic Unconstrained Binary Optimization (QUBO) on neuromorphic computing system. IJCNN (2017)
Md. Zahangir Alom, Paheding Sidike, Mahmudul Hasan, Tarek M. Taha, Vijayan K. Asari
Handwritten Bangla Character Recognition Using The State-of-Art Deep Convolutional Neural Networks. CoRR (2017)
Nayim Rahman, Chris Yakopcic, Tanvir Atahary, Raqibul Hasan, Tarek M. Taha, Scott Douglass
Cognitive Domain Ontologies in lookup tables stored in a memristor string matching architecture. CCECE (2017)
Md. Zahangir Alom, Paheding Sidike, Tarek M. Taha, Vijayan K. Asari
Handwritten Bangla Digit Recognition Using Deep Learning. CoRR (2017)
Md. Zahangir Alom, Paheding Sidike, Tarek M. Taha, Vijayan K. Asari
State Preserving Extreme Learning Machine: A Monotonically Increasing Learning Approach. Neural Process. Lett. 45 (2) (2017)
Raqibul Hasan, Tarek M. Taha, Chris Yakopcic
On-chip training of memristor crossbar based multi-layer neural networks. Microelectron. J. 66 (2017)
Md. Zahangir Alom, Mahbubul Alam, Tarek M. Taha, Khan M. Iftekharuddin
Object recognition using cellular simultaneous recurrent networks and convolutional neural network. IJCNN (2017)
Md. Zahangir Alom, Brian Van Essen, Adam T. Moody, David Peter Widemann, Tarek M. Taha
Convolutional sparse coding on neurosynaptic cognitive system. IJCNN (2017)
Paheding Sidike, Evan Krieger, Md. Zahangir Alom, Vijayan K. Asari, Tarek M. Taha
A fast single-image super-resolution via directional edge-guided regularized extreme learning regression. Signal Image Video Process. 11 (5) (2017)
Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Improved Inception-Residual Convolutional Neural Network for Object Recognition. CoRR (2017)
Md. Zahangir Alom, Tarek M. Taha
Robust Multi-view Pedestrian Tracking Using Neural Networks. CoRR (2017)
Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha
Extremely parallel memristor crossbar architecture for convolutional neural network implementation. IJCNN (2017)
Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Scott Douglass
Cognitive domain ontologies on the TrueNorth neurosynaptic system. IJCNN (2017)
Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha
Inception Recurrent Convolutional Neural Network for Object Recognition. CoRR (2017)
Raqibul Hasan, Tarek M. Taha, Chris Yakopcic
On-chip training of memristor based deep neural networks. IJCNN (2017)
Yangjie Qi, Raqibul Hasan, Rasitha Fernando, Tarek M. Taha
Socrates-D: Multicore Architecture for On-Line Learning. ICRC (2017)
Khader Mohammad, Ahsan Kabeer, Tarek M. Taha, Muhsen Owaida, Mahdi Washha
Off-chip bus power minimization using serialization with cache-based encoding. Microelectron. J. 54 (2016)
Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha
Memristor crossbar deep network implementation based on a Convolutional neural network. IJCNN (2016)
Cory E. Merkel, Raqibul Hasan, Nicholas Soures, Dhireesha Kudithipudi, Tarek M. Taha, Sapan Agarwal, Matthew J. Marinella
Neuromemristive Systems: Boosting Efficiency through Brain-Inspired Computing. Computer 49 (10) (2016)
Tanvir Atahary, Tarek M. Taha, Scott Douglass
Parallelized mining of domain knowledge on GPGPU and Xeon Phi clusters. J. Supercomput. 72 (6) (2016)
Paheding Sidike, Md. Zahangir Alom, Vijayan K. Asari, Tarek M. Taha
Non-regularized State Preserving Extreme Learning Machine for Natural Scene Classification. CVIP (1) (2016)
Raqibul Hasan, Tarek M. Taha, Md. Zahangir Alom
A Reconfigurable Low Power High Throughput Streaming Architecture for Big Data Processing. CoRR (2016)
Raqibul Hasan, Tarek M. Taha, Chris Yakopcic, David J. Mountain
High throughput neural network based embedded streaming multicore processors. ICRC (2016)
Raqibul Hasan, Tarek M. Taha, Chris Yakopcic, David J. Mountain
High Throughput Neural Network based Embedded Streaming Multicore Processors. CoRR (2016)
Md. Zahangir Alom, Paheding Sidike, Vijayan K. Asari, Tarek M. Taha
State Preserving Extreme Learning Machine for face recognition. IJCNN (2015)
Raqibul Hasan, Chris Yakopcic, Tarek M. Taha
Ex-situ training of dense memristor crossbar for neuromorphic applications. NANOARCH (2015)
Tanvir Atahary, Tarek M. Taha, Fredrick Webber, Scott Douglass
Knowledge mining for cognitive agents through path based forward checking. SNPD (2015)
Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
Memristor based neuromorphic circuit for ex-situ training of multi-layer neural network algorithms. IJCNN (2015)
Mark Edmonds, Tanvir Atahary, Tarek M. Taha, Scott A. Douglass
High performance declarative memory systems through MapReduce. SNPD (2015)
Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
Hybrid crossbar architecture for a memristor based cache. Microelectron. J. 46 (11) (2015)
Md. Zahangir Alom, Venkata Ramesh Bontupalli, Tarek M. Taha
Intrusion Detection Using Deep Belief Network and Extreme Learning Machine. Int. J. Monit. Surveillance Technol. Res. 3 (2) (2015)
Khader Mohammad, Ahsan Kabeer, Tarek M. Taha
On-Chip Power Minimization Using Serialization-Widening with Frequent Value Encoding. VLSI Design 2014 (2014)
Raqibul Hasan, Tarek M. Taha
Memristor Crossbar Based Programmable Interconnects. ISVLSI (2014)
Chong Chen, Tarek M. Taha
A communication reduction approach to iteratively solve large sparse linear systems on a GPGPU cluster. Clust. Comput. 17 (2) (2014)
Chris Yakopcic, Raqibul Hasan, Tarek M. Taha, Mark R. McLean, Doug Palmer
Efficacy of memristive crossbars for neuromorphic processors. IJCNN (2014)
Raqibul Hasan, Tarek M. Taha
Enabling back propagation training of memristor crossbar neuromorphic processors. IJCNN (2014)
Tarek M. Taha, Raqibul Hasan, Chris Yakopcic
Memristor crossbar based multicore neuromorphic processors. SoCC (2014)
Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino
Generalized Memristive Device SPICE Model and its Application in Circuit Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32 (8) (2013)
Tanvir Atahary, Tarek M. Taha, Scott Douglass
Hardware Accelerated Cognitively Enhanced Complex Event Processing Architecture. SNPD (2013)
Chris Yakopcic, Tarek M. Taha, Guru Subramanyam
Hybrid Crossbar Architecture for a Memristor Based Cache CoRR (2013)
Chris Yakopcic, Tarek M. Taha
Energy efficient perceptron pattern recognition using segmented memristor crossbar arrays. IJCNN (2013)
Tarek M. Taha, Raqibul Hasan, Chris Yakopcic, Mark R. McLean
Exploring the design space of specialized multicore neural processors. IJCNN (2013)
Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino
Memristor SPICE model and crossbar simulation based on devices with nanosecond switching time. IJCNN (2013)
Raqibul Hasan, Tarek M. Taha
Routing bandwidth model for feed forward neural networks on multicore neuromorphic architectures. IJCNN (2013)
Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Stanley Rogers
Multiple memristor read and write circuit for neuromorphic applications. IJCNN (2011)
Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino, Stanley Rogers
Analysis of a memristor based 1T1M crossbar architecture. IJCNN (2011)
Kenneth L. Rice, Tarek M. Taha, Khan M. Iftekharuddin, Keith Anderson, Teddy Salan
GPGPU acceleration of Cellular Simultaneous Recurrent Networks adapted for maze traversals. IJCNN (2011)
Pavan Yalamanchili, Sumod K. Mohan, Rommel Jalasutram, Tarek M. Taha
Acceleration of hierarchical Bayesian network based cortical models on multicore architectures. Parallel Comput. 36 (8) (2010)
Bing Han, Tarek M. Taha
Neuromorphic models on a GPGPU cluster. IJCNN (2010)
Tarek M. Taha, Pavan Yalamanchili, Mohammad Ashraf Bhuiyan, Rommel Jalasutram, Chong Chen, Richard W. Linderman
Neuromorphic algorithms on clusters of PlayStation 3s. IJCNN (2010)
Chris Yakopcic, Eunsung Shin, Tarek M. Taha, Guru Subramanyam, P. Terrence Murray, Stanley Rogers
Fabrication and testing of memristive devices. IJCNN (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tarek M. Taha