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2020 – today
- 2024
[j12]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: 131-147 (2024)- [c35]Rashedul Islam, Md. Shahanur Alam, Chris Yakopcic, Nayim Rahman, Simon Khan, Tarek M. Taha:
Unsupervised Anomaly Detection for Automotive CAN Bus on the Intel Loihi. IJCNN 2024: 1-8 - 2023
- [c34]Md. Shahanur Alam, Chris Yakopcic, Tarek M. Taha:
On-Chip Optimization and Deep Reinforcement Learning in Memristor Based Computing. NANOARCH 2023: 6:1-6:7 - 2022
- [c33]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: 1-8 - [c32]Alex Henderson, Chris Yakopcic, Steven Harbour, Tarek M. Taha:
Memristor Based Circuit Design for Liquid State Machine Verified with Temporal Classification. IJCNN 2022: 1-9 - [c31]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: 10:1-10:6 - [i11]Thomas F. Tiotto, Anouk S. Goossens, A. E. Dima, Chris Yakopcic, Tamalika Banerjee, Jelmer P. Borst, Niels A. Taatgen:
A Compact Model of Interface-Type Memristors Linking Physical and Device Properties. CoRR abs/2210.01455 (2022) - 2021
- [j11]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): 28 (2021) - [c30]Mubarak A. Alanazi, Abdullah K. Alhazmi, Chris Yakopcic, Vamsy P. Chodavarapu:
Machine Learning Models for Human Fall Detection using Millimeter Wave Sensor. CISS 2021: 1-5 - 2020
- [j10]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): 279-293 (2020) - [j9]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): 1084-1095 (2020) - [c29]Kayla Chisholm, Chris Yakopcic, Md. Shahanur Alam, Tarek M. Taha:
Multilayer Perceptron Algorithms for Network Intrusion Detection on Portable Low Power Hardware. CCWC 2020: 901-906 - [c28]Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Scott Douglass:
Solving Constraint Satisfaction Problems Using the Loihi Spiking Neuromorphic Processor. DATE 2020: 1079-1084 - [c27]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: 1-8 - [c26]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: 1-4 - [c25]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: 25:1-25:8 - [c24]B. Rasitha Fernando, Yangjie Qi, Chris Yakopcic, Tarek M. Taha:
3D Memristor Crossbar Architecture for a Multicore Neuromorphic System. IJCNN 2020: 1-8 - [c23]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: 1-8 - [c22]Tarek M. Taha, Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Scott Douglass:
Cognitive Domain Ontologies: HPCs to Ultra Low Power Neuromorphic Platforms. NICE 2020: 21:1-21:3
2010 – 2019
- 2019
- [j8]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): 605-617 (2019) - [c21]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: 2:1-2:8 - [c20]Chris Yakopcic, B. Rasitha Fernando, Tarek M. Taha:
Design Space Evaluation of a Memristor Crossbar Based Multilayer Perceptron for Image Processing. IJCNN 2019: 1-8 - [c19]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: 1-8 - [i10]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 abs/1906.12338 (2019) - 2018
- [j7]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): 41:1-41:27 (2018) - [j6]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): 3773-3779 (2018) - [j5]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): 408-429 (2018) - [c18]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: 1-8 - [c17]Chris Yakopcic, Tarek M. Taha:
Analysis and Design of Memristor Crossbar Based Neuromorphic Intrusion Detection Hardware. IJCNN 2018: 1-7 - [i9]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 abs/1802.02608 (2018) - [i8]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 abs/1802.06955 (2018) - [i7]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 abs/1803.01164 (2018) - [i6]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 abs/1811.03447 (2018) - [i5]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 abs/1811.04241 (2018) - 2017
- [j4]Amirali Amirsoleimani, Jafar Shamsi, Majid Ahmadi, Arash Ahmadi, Shahpour Alirezaee, Karim Mohammadi, Mohammad Azim Karami, Chris Yakopcic, Omid Kavehei, Said F. Al-Sarawi:
Accurate charge transport model for nanoionic memristive devices. Microelectron. J. 65: 49-57 (2017) - [j3]Raqibul Hasan, Tarek M. Taha, Chris Yakopcic:
On-chip training of memristor crossbar based multi-layer neural networks. Microelectron. J. 66: 31-40 (2017) - [c16]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: 1-4 - [c15]Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha:
Extremely parallel memristor crossbar architecture for convolutional neural network implementation. IJCNN 2017: 1696-1703 - [c14]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: 1704-1708 - [c13]Raqibul Hasan, Tarek M. Taha, Chris Yakopcic:
On-chip training of memristor based deep neural networks. IJCNN 2017: 3527-3534 - [i4]Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha:
Inception Recurrent Convolutional Neural Network for Object Recognition. CoRR abs/1704.07709 (2017) - [i3]Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari:
Improved Inception-Residual Convolutional Neural Network for Object Recognition. CoRR abs/1712.09888 (2017) - 2016
- [c12]Raqibul Hasan, Tarek M. Taha, Chris Yakopcic, David J. Mountain:
High throughput neural network based embedded streaming multicore processors. ICRC 2016: 1-8 - [c11]Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha:
Memristor crossbar deep network implementation based on a Convolutional neural network. IJCNN 2016: 963-970 - [i2]Raqibul Hasan, Tarek M. Taha, Chris Yakopcic, David J. Mountain:
High Throughput Neural Network based Embedded Streaming Multicore Processors. CoRR abs/1606.04609 (2016) - 2015
- [j2]Chris Yakopcic, Raqibul Hasan, Tarek M. Taha:
Hybrid crossbar architecture for a memristor based cache. Microelectron. J. 46(11): 1020-1032 (2015) - [c10]Chris Yakopcic, Raqibul Hasan, Tarek M. Taha:
Memristor based neuromorphic circuit for ex-situ training of multi-layer neural network algorithms. IJCNN 2015: 1-7 - [c9]Raqibul Hasan, Chris Yakopcic, Tarek M. Taha:
Ex-situ training of dense memristor crossbar for neuromorphic applications. NANOARCH 2015: 75-81 - 2014
- [c8]Chris Yakopcic, Raqibul Hasan, Tarek M. Taha, Mark R. McLean, Doug Palmer:
Efficacy of memristive crossbars for neuromorphic processors. IJCNN 2014: 15-20 - [c7]Tarek M. Taha, Raqibul Hasan, Chris Yakopcic:
Memristor crossbar based multicore neuromorphic processors. SoCC 2014: 383-389 - [p1]Tarek M. Taha, Raqibul Hasan, Chris Yakopcic, Mark R. McLean:
Low Power Neuromorphic Architectures to Enable Pervasive Deployment of Intrusion Detection Systems. Cybersecurity Systems for Human Cognition Augmentation 2014: 151-168 - 2013
- [j1]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): 1201-1214 (2013) - [c6]Tarek M. Taha, Raqibul Hasan, Chris Yakopcic, Mark R. McLean:
Exploring the design space of specialized multicore neural processors. IJCNN 2013: 1-8 - [c5]Chris Yakopcic, Tarek M. Taha:
Energy efficient perceptron pattern recognition using segmented memristor crossbar arrays. IJCNN 2013: 1-8 - [c4]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: 1-7 - [i1]Chris Yakopcic, Tarek M. Taha, Guru Subramanyam:
Hybrid Crossbar Architecture for a Memristor Based Cache. CoRR abs/1302.6515 (2013) - 2011
- [c3]Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Stanley Rogers:
Multiple memristor read and write circuit for neuromorphic applications. IJCNN 2011: 2676-2682 - [c2]Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino, Stanley Rogers:
Analysis of a memristor based 1T1M crossbar architecture. IJCNN 2011: 3243-3247 - 2010
- [c1]Chris Yakopcic, Eunsung Shin, Tarek M. Taha, Guru Subramanyam, P. Terrence Murray, Stanley Rogers:
Fabrication and testing of memristive devices. IJCNN 2010: 1-4
Coauthor Index
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