Chris Yakopcic

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 42

Top Topics

Intrusion Detection

Solving Constraint Satisfaction Problems

Top Venues

Microelectron. J.

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)
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)
Mubarak A. Alanazi, Abdullah K. Alhazmi, Chris Yakopcic, Vamsy P. Chodavarapu
Machine Learning Models for Human Fall Detection using Millimeter Wave Sensor. CISS (2021)
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)
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. 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. 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)
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. 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)
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)
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)
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)
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)
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 (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)
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, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
Improved Inception-Residual Convolutional Neural Network for Object Recognition. CoRR (2017)
Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha
Extremely parallel memristor crossbar architecture for convolutional neural network implementation. 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)
Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha
Memristor crossbar deep network implementation based on a Convolutional neural network. IJCNN (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)
Raqibul Hasan, Chris Yakopcic, Tarek M. Taha
Ex-situ training of dense memristor crossbar for neuromorphic applications. NANOARCH (2015)
Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
Memristor based neuromorphic circuit for ex-situ training of multi-layer neural network algorithms. IJCNN (2015)
Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
Hybrid crossbar architecture for a memristor based cache. Microelectron. J. 46 (11) (2015)
Chris Yakopcic, Raqibul Hasan, Tarek M. Taha, Mark R. McLean, Doug Palmer
Efficacy of memristive crossbars for 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)
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)
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)
Chris Yakopcic, Eunsung Shin, Tarek M. Taha, Guru Subramanyam, P. Terrence Murray, Stanley Rogers
Fabrication and testing of memristive devices. IJCNN (2010)