| 2026 | CogSIMA | Bridging Natural Language and ASP: A Hybrid Approach Using LLMs and AMR Parsing. | Connar Hite, Sean Saud, Raef Taha, Nayim Rahman, Tanvir Atahary, Scott Douglass, Tarek M. Taha |
| 2025 | IJCNN | FPGA Based In-Situ CNN Transfer Learning of Wireless Signal Modulation for In-Orbit Deployment. | Chris Yakopcic, Tarek M. Taha, Yangjie Qi, Shuo Zhang, Sanjeevi Sirisha Karri, Guru Subramanyam, Aaron D. Smith, Janette Briones |
| 2024 | IJCNN | 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 |
| 2022 | IJCNN | Memristor Based Federated Learning for Network Security on the Edge using Processing in Memory (PIM) Computing. | Md. Shahanur Alam, Chris Yakopcic, Tarek M. Taha |
| 2022 | IJCNN | Memristor Based Circuit Design for Liquid State Machine Verified with Temporal Classification. | Alex Henderson, Chris Yakopcic, Steven Harbour, Tarek M. Taha |
| 2020 | DATE | Solving Constraint Satisfaction Problems Using the Loihi Spiking Neuromorphic Processor. | Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Scott Douglass |
| 2020 | IJCNN | 3D Memristor Crossbar Architecture for a Multicore Neuromorphic System. | B. Rasitha Fernando, Yangjie Qi, Chris Yakopcic, Tarek M. Taha |
| 2020 | IJCNN | 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 |
| 2019 | IJCNN | Design Space Evaluation of a Memristor Crossbar Based Multilayer Perceptron for Image Processing. | Chris Yakopcic, B. Rasitha Fernando, Tarek M. Taha |
| 2019 | IJCNN | 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 |
| 2018 | IJCNN | 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 |
| 2018 | IJCNN | Effective Quantization Approaches for Recurrent Neural Networks. | Md. Zahangir Alom, Adam T. Moody, Naoya Maruyama, Brian C. Van Essen, Tarek M. Taha |
| 2018 | IJCNN | Low Power Memristor Crossbar Based Winner Takes All Circuit. | Rasitha Fernando, Raqibul Hasan, Tarek M. Taha |
| 2018 | IJCNN | Socrates-D 2.0: A Low Power High Throughput Architecture for Deep Network Training. | Yangjie Qi, Raqibul Hasan, Tarek M. Taha |
| 2018 | IJCNN | Analysis and Design of Memristor Crossbar Based Neuromorphic Intrusion Detection Hardware. | Chris Yakopcic, Tarek M. Taha |
| 2017 | IJCNN | Object recognition using cellular simultaneous recurrent networks and convolutional neural network. | Md. Zahangir Alom, Mahbubul Alam, Tarek M. Taha, Khan M. Iftekharuddin |
| 2017 | IJCNN | Convolutional sparse coding on neurosynaptic cognitive system. | Md. Zahangir Alom, Brian Van Essen, Adam T. Moody, David Peter Widemann, Tarek M. Taha |
| 2017 | IJCNN | Quadratic Unconstrained Binary Optimization (QUBO) on neuromorphic computing system. | Md. Zahangir Alom, Brian Van Essen, Adam T. Moody, David Peter Widemann, Tarek M. Taha |
| 2017 | IJCNN | Network intrusion detection for cyber security on neuromorphic computing system. | Md. Zahangir Alom, Tarek M. Taha |
| 2017 | IJCNN | On-chip training of memristor based deep neural networks. | Raqibul Hasan, Tarek M. Taha, Chris Yakopcic |
| 2017 | IJCNN | Cognitive domain ontologies on the TrueNorth neurosynaptic system. | Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Scott Douglass |
| 2017 | IJCNN | Extremely parallel memristor crossbar architecture for convolutional neural network implementation. | Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha |
| 2017 | IJCNN | 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 |
| 2016 | IJCNN | Memristor crossbar deep network implementation based on a Convolutional neural network. | Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha |
| 2015 | IJCNN | State Preserving Extreme Learning Machine for face recognition. | Md. Zahangir Alom, Paheding Sidike, Vijayan K. Asari, Tarek M. Taha |
| 2015 | IJCNN | Memristor based neuromorphic circuit for ex-situ training of multi-layer neural network algorithms. | Chris Yakopcic, Raqibul Hasan, Tarek M. Taha |
| 2015 | SNPD | Knowledge mining for cognitive agents through path based forward checking. | Tanvir Atahary, Tarek M. Taha, Fredrick Webber, Scott Douglass |
| 2015 | SNPD | High performance declarative memory systems through MapReduce. | Mark Edmonds, Tanvir Atahary, Tarek M. Taha, Scott A. Douglass |
| 2014 | IJCNN | Enabling back propagation training of memristor crossbar neuromorphic processors. | Raqibul Hasan, Tarek M. Taha |
| 2014 | IJCNN | Efficacy of memristive crossbars for neuromorphic processors. | Chris Yakopcic, Raqibul Hasan, Tarek M. Taha, Mark R. McLean, Doug Palmer |
| 2013 | IJCNN | Routing bandwidth model for feed forward neural networks on multicore neuromorphic architectures. | Raqibul Hasan, Tarek M. Taha |
| 2013 | IJCNN | Exploring the design space of specialized multicore neural processors. | Tarek M. Taha, Raqibul Hasan, Chris Yakopcic, Mark R. McLean |
| 2013 | IJCNN | Energy efficient perceptron pattern recognition using segmented memristor crossbar arrays. | Chris Yakopcic, Tarek M. Taha |
| 2013 | IJCNN | Memristor SPICE model and crossbar simulation based on devices with nanosecond switching time. | Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino |
| 2013 | SNPD | Hardware Accelerated Cognitively Enhanced Complex Event Processing Architecture. | Tanvir Atahary, Tarek M. Taha, Scott Douglass |
| 2011 | IJCNN | GPGPU acceleration of Cellular Simultaneous Recurrent Networks adapted for maze traversals. | Kenneth L. Rice, Tarek M. Taha, Khan M. Iftekharuddin, Keith Anderson, Teddy Salan |
| 2011 | IJCNN | Analysis of a memristor based 1T1M crossbar architecture. | Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino, Stanley Rogers |
| 2011 | IJCNN | Multiple memristor read and write circuit for neuromorphic applications. | Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Stanley Rogers |
| 2010 | IJCNN | Neuromorphic models on a GPGPU cluster. | Bing Han, Tarek M. Taha |
| 2010 | IJCNN | Neuromorphic algorithms on clusters of PlayStation 3s. | Tarek M. Taha, Pavan Yalamanchili, Mohammad Ashraf Bhuiyan, Rommel Jalasutram, Chong Chen, Richard W. Linderman |
| 2010 | IJCNN | Fabrication and testing of memristive devices. | Chris Yakopcic, Eunsung Shin, Tarek M. Taha, Guru Subramanyam, P. Terrence Murray, Stanley Rogers |
| 2009 | IJCNN | Parallelizing two classes of neuromorphic models on the Cell multicore architecture. | Tarek M. Taha, Pavan Yalamanchili, Mohammad Ashraf Bhuiyan, Rommel Jalasutram, Sumod K. Mohan |
| 2007 | SC | A preliminary investigation of a neocortex model implementation on the Cray XD1. | Kenneth L. Rice, Christopher N. Vutsinas, Tarek M. Taha |
| 2006 | WCAE | PSATSim: an interactive graphical superscalar architecture simulator for power and performance analysis. | Clint W. Smullen, Tarek M. Taha |
| 2003 | RSP | An Instruction Throughput Model of Superscalar Processors. | Tarek M. Taha, D. Scott Wills |