Chris Yakopcic

60 papers A 1B 22Misc 1Journal 23Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	FPGA Based In-Situ CNN Transfer Learning of Wireless Signal Modulation for In-Orbit Deployment. IJCNN Chris Yakopcic, Tarek M. Taha, Yangjie Qi, Shuo Zhang, Sanjeevi Sirisha Karri, Guru Subramanyam, Aaron D. Smith, Janette Briones
2025	J	`jnl`	Memristor-Based Neuromorphic System for Unsupervised Online Learning and Network Anomaly Detection on Edge Devices. Inf. Md. Shahanur Alam, Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
2024	J	`jnl`	Q-Learning Based Cognitive Domain Ontology Representation and Solving on Low Power Computing Platforms. IEEE Access Nayim Rahman, Tanvir Atahary, Chris Yakopcic, Tarek M. Taha, Scott Douglass
2024	B	`conf`	Unsupervised Anomaly Detection for Automotive CAN Bus on the Intel Loihi. IJCNN Rashedul Islam, Md. Shahanur Alam, Chris Yakopcic, Nayim Rahman, Simon Khan, Tarek M. Taha
2023	—	`conf`	On-Chip Optimization and Deep Reinforcement Learning in Memristor Based Computing. NANOARCH Md. Shahanur Alam, Chris Yakopcic, Tarek M. Taha
2022	J	`jnl`	A Compact Model of Interface-Type Memristors Linking Physical and Device Properties. CoRR Thomas F. Tiotto, Anouk S. Goossens, A. E. Dima, Chris Yakopcic, Tamalika Banerjee, Jelmer P. Borst, Niels A. Taatgen
2022	—	`conf`	Circuit Optimization Techniques for Efficient Ex-Situ Training of Robust Memristor Based Liquid State Machine. NANOARCH Alex Henderson, Chris Yakopcic, Steven Harbour, Tarek M. Taha, Cory E. Merkel, Hananel Hazan
2022	B	`conf`	Memristor Based Circuit Design for Liquid State Machine Verified with Temporal Classification. IJCNN Alex Henderson, Chris Yakopcic, Steven Harbour, Tarek M. Taha
2022	B	`conf`	Memristor Based Federated Learning for Network Security on the Edge using Processing in Memory (PIM) Computing. IJCNN Md. Shahanur Alam, Chris Yakopcic, Tarek M. Taha
2021	J	`jnl`	Inception recurrent convolutional neural network for object recognition. Mach. Vis. Appl. Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
2021	Misc	`conf`	Machine Learning Models for Human Fall Detection using Millimeter Wave Sensor. CISS Mubarak A. Alanazi, Abdullah K. Alhazmi, Chris Yakopcic, Vamsy P. Chodavarapu
2020	B	`conf`	3D Memristor Crossbar Architecture for a Multicore Neuromorphic System. IJCNN B. Rasitha Fernando, Yangjie Qi, Chris Yakopcic, Tarek M. Taha
2020	—	`conf`	Cognitive Domain Ontologies: HPCs to Ultra Low Power Neuromorphic Platforms. NICE Tarek M. Taha, Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Scott Douglass
2020	—	`conf`	Conversion of an Unsupervised Anomaly Detection System to Spiking Neural Network for Car Hacking Identification. IGSC (Workshops) Yassine Jaoudi, Chris Yakopcic, Tarek M. Taha
2020	J	`jnl`	Improved inception-residual convolutional neural network for object recognition. Neural Comput. Appl. Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
2020	B	`conf`	Leveraging the Manycore Architecture of the Loihi Spiking Processor to Perform Quasi-Complete Constraint Satisfaction. IJCNN Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Scott Douglass
2020	—	`conf`	Memristor Based Neuromorphic Adaptive Resonance Theory for One-Shot Online Learning and Network Intrusion Detection. ICONS Md. Shahanur Alam, Chris Yakopcic, Guru Subramanyam, Tarek M. Taha
2020	—	`conf`	Memristor Based Neuromorphic Network Security System Capable of Online Incremental Learning and Anomaly Detection. IGSC (Workshops) Md. Shahanur Alam, Chris Yakopcic, Guru Subramanyam, Tarek M. Taha
2020	J	`jnl`	Memristor Model Optimization Based on Parameter Extraction From Device Characterization Data. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chris Yakopcic, Tarek M. Taha, David J. Mountain, Thomas Salter, Matthew J. Marinella, Mark R. McLean
2020	—	`conf`	Multilayer Perceptron Algorithms for Network Intrusion Detection on Portable Low Power Hardware. CCWC Kayla Chisholm, Chris Yakopcic, Md. Shahanur Alam, Tarek M. Taha
2020	A	`conf`	Solving Constraint Satisfaction Problems Using the Loihi Spiking Neuromorphic Processor. DATE Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Scott Douglass
2019	J	`jnl`	Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network. J. Digit. Imaging Md. Zahangir Alom, Chris Yakopcic, Mst Shamima Nasrin, Tarek M. Taha, Vijayan K. Asari
2019	B	`conf`	Design Space Evaluation of a Memristor Crossbar Based Multilayer Perceptron for Image Processing. IJCNN Chris Yakopcic, B. Rasitha Fernando, Tarek M. Taha
2019	B	`conf`	High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons. IJCNN Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Alex Beigh, Scott Douglass
2019	J	`jnl`	High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons. CoRR Chris Yakopcic, Nayim Rahman, Tanvir Atahary, Tarek M. Taha, Alex Beigh, Scott Douglass
2019	—	`conf`	Memristor Based Autoencoder for Unsupervised Real-Time Network Intrusion and Anomaly Detection. ICONS Md. Shahanur Alam, B. Rasitha Fernando, Yassine Jaoudi, Chris Yakopcic, Raqibul Hasan, Tarek M. Taha, Guru Subramanyam
2018	B	`conf`	Analysis and Design of Memristor Crossbar Based Neuromorphic Intrusion Detection Hardware. IJCNN Chris Yakopcic, Tarek M. Taha
2018	J	`jnl`	Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network. CoRR Md. Zahangir Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
2018	B	`conf`	Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System. IJCNN Md. Zahangir Alom, Theodore Josue, Md Nayim Rahman, Will Mitchell, Chris Yakopcic, Tarek M. Taha
2018	J	`jnl`	Deep Versus Wide Convolutional Neural Networks for Object Recognition on Neuromorphic System. CoRR Md. Zahangir Alom, Theodore Josue, Md Nayim Rahman, Will Mitchell, Chris Yakopcic, Tarek M. Taha
2018	J	`jnl`	Efficient Memristor-Based Architecture for Intrusion Detection and High-Speed Packet Classification. ACM J. Emerg. Technol. Comput. Syst. Venkata Ramesh Bontupalli, Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
2018	J	`jnl`	Filament formation in lithium niobate memristors supports neuromorphic programming capability. Neural Comput. Appl. Chris Yakopcic, Shu Wang, Weisong Wang, Eunsung Shin, John Boeckl, Guru Subramanyam, Tarek M. Taha
2018	J	`jnl`	Flexible memristor based neuromorphic system for implementing multi-layer neural network algorithms. Int. J. Parallel Emergent Distributed Syst. Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
2018	J	`jnl`	Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches. CoRR Md. Zahangir Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
2018	J	`jnl`	Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation. CoRR Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
2017	J	`jnl`	Accurate charge transport model for nanoionic memristive devices. Microelectron. J. Amirali Amirsoleimani, Jafar Shamsi, Majid Ahmadi, Arash Ahmadi, Shahpour Alirezaee, Karim Mohammadi, Mohammad Azim Karami, Chris Yakopcic, Omid Kavehei, Said F. Al-Sarawi
2017	—	`conf`	Cognitive Domain Ontologies in lookup tables stored in a memristor string matching architecture. CCECE Nayim Rahman, Chris Yakopcic, Tanvir Atahary, Raqibul Hasan, Tarek M. Taha, Scott Douglass
2017	B	`conf`	Extremely parallel memristor crossbar architecture for convolutional neural network implementation. IJCNN Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha
2017	J	`jnl`	Improved Inception-Residual Convolutional Neural Network for Object Recognition. CoRR Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari
2017	J	`jnl`	Inception Recurrent Convolutional Neural Network for Object Recognition. CoRR Md. Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha
2017	B	`conf`	Methods for high resolution programming in lithuim niobate memristors for neuromorphic hardware. IJCNN Chris Yakopcic, Shu Wang, Weisong Wang, Eunsung Shin, Guru Subramanyam, Tarek M. Taha
2017	B	`conf`	On-chip training of memristor based deep neural networks. IJCNN Raqibul Hasan, Tarek M. Taha, Chris Yakopcic
2017	J	`jnl`	On-chip training of memristor crossbar based multi-layer neural networks. Microelectron. J. Raqibul Hasan, Tarek M. Taha, Chris Yakopcic
2016	J	`jnl`	High Throughput Neural Network based Embedded Streaming Multicore Processors. CoRR Raqibul Hasan, Tarek M. Taha, Chris Yakopcic, David J. Mountain
2016	—	`conf`	High throughput neural network based embedded streaming multicore processors. ICRC Raqibul Hasan, Tarek M. Taha, Chris Yakopcic, David J. Mountain
2016	B	`conf`	Memristor crossbar deep network implementation based on a Convolutional neural network. IJCNN Chris Yakopcic, Md. Zahangir Alom, Tarek M. Taha
2015	—	`conf`	Ex-situ training of dense memristor crossbar for neuromorphic applications. NANOARCH Raqibul Hasan, Chris Yakopcic, Tarek M. Taha
2015	J	`jnl`	Hybrid crossbar architecture for a memristor based cache. Microelectron. J. Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
2015	B	`conf`	Memristor based neuromorphic circuit for ex-situ training of multi-layer neural network algorithms. IJCNN Chris Yakopcic, Raqibul Hasan, Tarek M. Taha
2014	B	`conf`	Efficacy of memristive crossbars for neuromorphic processors. IJCNN Chris Yakopcic, Raqibul Hasan, Tarek M. Taha, Mark R. McLean, Doug Palmer
2014	—	`ch.`	Low Power Neuromorphic Architectures to Enable Pervasive Deployment of Intrusion Detection Systems. Cybersecurity Systems for Human Cognition Augmentation Tarek M. Taha, Raqibul Hasan, Chris Yakopcic, Mark R. McLean
2014	—	`conf`	Memristor crossbar based multicore neuromorphic processors. SoCC Tarek M. Taha, Raqibul Hasan, Chris Yakopcic
2013	B	`conf`	Energy efficient perceptron pattern recognition using segmented memristor crossbar arrays. IJCNN Chris Yakopcic, Tarek M. Taha
2013	B	`conf`	Exploring the design space of specialized multicore neural processors. IJCNN Tarek M. Taha, Raqibul Hasan, Chris Yakopcic, Mark R. McLean
2013	J	`jnl`	Generalized Memristive Device SPICE Model and its Application in Circuit Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino
2013	J	`jnl`	Hybrid Crossbar Architecture for a Memristor Based Cache CoRR Chris Yakopcic, Tarek M. Taha, Guru Subramanyam
2013	B	`conf`	Memristor SPICE model and crossbar simulation based on devices with nanosecond switching time. IJCNN Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino
2011	B	`conf`	Analysis of a memristor based 1T1M crossbar architecture. IJCNN Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Robinson E. Pino, Stanley Rogers
2011	B	`conf`	Multiple memristor read and write circuit for neuromorphic applications. IJCNN Chris Yakopcic, Tarek M. Taha, Guru Subramanyam, Stanley Rogers
2010	B	`conf`	Fabrication and testing of memristive devices. IJCNN Chris Yakopcic, Eunsung Shin, Tarek M. Taha, Guru Subramanyam, P. Terrence Murray, Stanley Rogers