Fabrication and testing of memristive devices. - Chris Yakopcic; Eunsung Shin; Tarek M. Taha; Guru Subramanyam; P. Terrence Murray; Stanley Rogers (IJCNN, 2010)

Analysis of a memristor based 1T1M crossbar architecture. - Chris Yakopcic; Tarek M. Taha; Guru Subramanyam; Robinson E. Pino; Stanley Rogers (IJCNN, 2011)

Multiple memristor read and write circuit for neuromorphic applications. - Chris Yakopcic; Tarek M. Taha; Guru Subramanyam; Stanley Rogers (IJCNN, 2011)

Exploring the design space of specialized multicore neural processors. - Tarek M. Taha; Raqibul Hasan; Chris Yakopcic; Mark R. McLean (IJCNN, 2013)

Energy efficient perceptron pattern recognition using segmented memristor crossbar arrays. - Chris Yakopcic; Tarek M. Taha (IJCNN, 2013)

Memristor SPICE model and crossbar simulation based on devices with nanosecond switching time. - Chris Yakopcic; Tarek M. Taha; Guru Subramanyam; Robinson E. Pino (IJCNN, 2013)

Hybrid Crossbar Architecture for a Memristor Based Cache - Chris Yakopcic; Tarek M. Taha; Guru Subramanyam (CoRR, 2013)

Generalized Memristive Device SPICE Model and its Application in Circuit Design. - Chris Yakopcic; Tarek M. Taha; Guru Subramanyam; Robinson E. Pino (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013)

Efficacy of memristive crossbars for neuromorphic processors. - Chris Yakopcic; Raqibul Hasan; Tarek M. Taha; Mark R. McLean; Doug Palmer (IJCNN, 2014)

Memristor crossbar based multicore neuromorphic processors. - Tarek M. Taha; Raqibul Hasan; Chris Yakopcic (SoCC, 2014)

Low Power Neuromorphic Architectures to Enable Pervasive Deployment of Intrusion Detection Systems. - Tarek M. Taha; Raqibul Hasan; Chris Yakopcic; Mark R. McLean (Cybersecurity Systems for Human Cognition Augmentation, 2014)

Memristor based neuromorphic circuit for ex-situ training of multi-layer neural network algorithms. - Chris Yakopcic; Raqibul Hasan; Tarek M. Taha (IJCNN, 2015)

Ex-situ training of dense memristor crossbar for neuromorphic applications. - Raqibul Hasan; Chris Yakopcic; Tarek M. Taha (NANOARCH, 2015)

Hybrid crossbar architecture for a memristor based cache. - Chris Yakopcic; Raqibul Hasan; Tarek M. Taha (Microelectron. J., 2015)

High throughput neural network based embedded streaming multicore processors. - Raqibul Hasan; Tarek M. Taha; Chris Yakopcic; David J. Mountain (ICRC, 2016)

Memristor crossbar deep network implementation based on a Convolutional neural network. - Chris Yakopcic; Md. Zahangir Alom; Tarek M. Taha (IJCNN, 2016)

Cognitive Domain Ontologies in lookup tables stored in a memristor string matching architecture. - Nayim Rahman; Chris Yakopcic; Tanvir Atahary; Raqibul Hasan; Tarek M. Taha; Scott Douglass (CCECE, 2017)

On-chip training of memristor based deep neural networks. - Raqibul Hasan; Tarek M. Taha; Chris Yakopcic (IJCNN, 2017)

Extremely parallel memristor crossbar architecture for convolutional neural network implementation. - Chris Yakopcic; Md. Zahangir Alom; Tarek M. Taha (IJCNN, 2017)

Methods for high resolution programming in lithuim niobate memristors for neuromorphic hardware. - Chris Yakopcic; Shu Wang; Weisong Wang; Eunsung Shin; Guru Subramanyam; Tarek M. Taha (IJCNN, 2017)

Inception Recurrent Convolutional Neural Network for Object Recognition. - Md. Zahangir Alom; Mahmudul Hasan 003; Chris Yakopcic; Tarek M. Taha (CoRR, 2017)

Accurate charge transport model for nanoionic memristive devices. - Amirali Amirsoleimani; Jafar Shamsi; Majid Ahmadi; Arash Ahmadi; Shahpour Alirezaee; Karim Mohammadi; Mohammad Azim Karami; Chris Yakopcic; Omid Kavehei; Said F. Al-Sarawi (Microelectron. J., 2017)

On-chip training of memristor crossbar based multi-layer neural networks. - Raqibul Hasan; Tarek M. Taha; Chris Yakopcic (Microelectron. J., 2017)

Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System. - Md. Zahangir Alom; Theodore Josue; Md Nayim Rahman; Will Mitchell; Chris Yakopcic; Tarek M. Taha (IJCNN, 2018)

Analysis and Design of Memristor Crossbar Based Neuromorphic Intrusion Detection Hardware. - Chris Yakopcic; Tarek M. Taha (IJCNN, 2018)

Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation. - Md. Zahangir Alom; Mahmudul Hasan 003; Chris Yakopcic; Tarek M. Taha; Vijayan K. Asari (CoRR, 2018)

The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches. - 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 (CoRR, 2018)

Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches. - Md. Zahangir Alom; Chris Yakopcic; Tarek M. Taha; Vijayan K. Asari (CoRR, 2018)

Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network. - Md. Zahangir Alom; Chris Yakopcic; Tarek M. Taha; Vijayan K. Asari (CoRR, 2018)

Efficient Memristor-Based Architecture for Intrusion Detection and High-Speed Packet Classification. - Venkata Ramesh Bontupalli; Chris Yakopcic; Raqibul Hasan; Tarek M. Taha (ACM J. Emerg. Technol. Comput. Syst., 2018)

Filament formation in lithium niobate memristors supports neuromorphic programming capability. - Chris Yakopcic; Shu Wang; Weisong Wang; Eunsung Shin; John Boeckl; Guru Subramanyam; Tarek M. Taha (Neural Comput. Appl., 2018)

Flexible memristor based neuromorphic system for implementing multi-layer neural network algorithms. - Chris Yakopcic; Raqibul Hasan; Tarek M. Taha (Int. J. Parallel Emergent Distributed Syst., 2018)

Memristor Based Autoencoder for Unsupervised Real-Time Network Intrusion and Anomaly Detection. - Md. Shahanur Alam; B. Rasitha Fernando; Yassine Jaoudi; Chris Yakopcic; Raqibul Hasan; Tarek M. Taha; Guru Subramanyam (ICONS, 2019)

Design Space Evaluation of a Memristor Crossbar Based Multilayer Perceptron for Image Processing. - Chris Yakopcic; B. Rasitha Fernando; Tarek M. Taha (IJCNN, 2019)

High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons. - Chris Yakopcic; Nayim Rahman; Tanvir Atahary; Tarek M. Taha; Alex Beigh; Scott Douglass (IJCNN, 2019)

Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network. - Md. Zahangir Alom; Chris Yakopcic; Mst Shamima Nasrin; Tarek M. Taha; Vijayan K. Asari (J. Digit. Imaging, 2019)

Multilayer Perceptron Algorithms for Network Intrusion Detection on Portable Low Power Hardware. - Kayla Chisholm; Chris Yakopcic; Md. Shahanur Alam; Tarek M. Taha (CCWC, 2020)

Solving Constraint Satisfaction Problems Using the Loihi Spiking Neuromorphic Processor. - Chris Yakopcic; Nayim Rahman; Tanvir Atahary; Tarek M. Taha; Scott Douglass (DATE, 2020)

Memristor Based Neuromorphic Network Security System Capable of Online Incremental Learning and Anomaly Detection. - Md. Shahanur Alam; Chris Yakopcic; Guru Subramanyam; Tarek M. Taha (IGSC (Workshops), 2020)

Conversion of an Unsupervised Anomaly Detection System to Spiking Neural Network for Car Hacking Identification. - Yassine Jaoudi; Chris Yakopcic; Tarek M. Taha (IGSC (Workshops), 2020)

Memristor Based Neuromorphic Adaptive Resonance Theory for One-Shot Online Learning and Network Intrusion Detection. - Md. Shahanur Alam; Chris Yakopcic; Guru Subramanyam; Tarek M. Taha (ICONS, 2020)

3D Memristor Crossbar Architecture for a Multicore Neuromorphic System. - B. Rasitha Fernando; Yangjie Qi; Chris Yakopcic; Tarek M. Taha (IJCNN, 2020)

Leveraging the Manycore Architecture of the Loihi Spiking Processor to Perform Quasi-Complete Constraint Satisfaction. - Chris Yakopcic; Nayim Rahman; Tanvir Atahary; Tarek M. Taha; Scott Douglass (IJCNN, 2020)

Cognitive Domain Ontologies: HPCs to Ultra Low Power Neuromorphic Platforms. - Tarek M. Taha; Chris Yakopcic; Nayim Rahman; Tanvir Atahary; Scott Douglass (NICE, 2020)

Improved inception-residual convolutional neural network for object recognition. - Md. Zahangir Alom; Mahmudul Hasan 003; Chris Yakopcic; Tarek M. Taha; Vijayan K. Asari (Neural Comput. Appl., 2020)

Memristor Model Optimization Based on Parameter Extraction From Device Characterization Data. - Chris Yakopcic; Tarek M. Taha; David J. Mountain; Thomas Salter; Matthew J. Marinella; Mark R. McLean (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Machine Learning Models for Human Fall Detection using Millimeter Wave Sensor. - Mubarak A. Alanazi; Abdullah K. Alhazmi; Chris Yakopcic; Vamsy P. Chodavarapu (CISS, 2021)

Inception recurrent convolutional neural network for object recognition. - Md. Zahangir Alom; Mahmudul Hasan 003; Chris Yakopcic; Tarek M. Taha; Vijayan K. Asari (Mach. Vis. Appl., 2021)

Memristor Based Federated Learning for Network Security on the Edge using Processing in Memory (PIM) Computing. - Md. Shahanur Alam; Chris Yakopcic; Tarek M. Taha (IJCNN, 2022)

Memristor Based Circuit Design for Liquid State Machine Verified with Temporal Classification. - Alex Henderson; Chris Yakopcic; Steven Harbour; Tarek M. Taha (IJCNN, 2022)

Circuit Optimization Techniques for Efficient Ex-Situ Training of Robust Memristor Based Liquid State Machine. - Alex Henderson; Chris Yakopcic; Steven Harbour; Tarek M. Taha; Cory E. Merkel; Hananel Hazan (NANOARCH, 2022)

A Compact Model of Interface-Type Memristors Linking Physical and Device Properties. - Thomas F. Tiotto; Anouk S. Goossens; A. E. Dima; Chris Yakopcic; Tamalika Banerjee; Jelmer P. Borst; Niels A. Taatgen (CoRR, 2022)

On-Chip Optimization and Deep Reinforcement Learning in Memristor Based Computing. - Md. Shahanur Alam; Chris Yakopcic; Tarek M. Taha (NANOARCH, 2023)

Unsupervised Anomaly Detection for Automotive CAN Bus on the Intel Loihi. - Rashedul Islam; Md. Shahanur Alam; Chris Yakopcic; Nayim Rahman; Simon Khan; Tarek M. Taha (IJCNN, 2024)

Q-Learning Based Cognitive Domain Ontology Representation and Solving on Low Power Computing Platforms. - Nayim Rahman; Tanvir Atahary; Chris Yakopcic; Tarek M. Taha; Scott Douglass (IEEE Access, 2024)