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ORCIDBibTeX records: Chris Yakopcic
@article{DBLP:journals/access/RahmanAYTD24,
author = {Nayim Rahman and
Tanvir Atahary and
Chris Yakopcic and
Tarek M. Taha and
Scott Douglass},
title = {Q-Learning Based Cognitive Domain Ontology Representation and Solving
on Low Power Computing Platforms},
journal = {{IEEE} Access},
volume = {12},
pages = {131--147},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2023.3346908},
doi = {10.1109/ACCESS.2023.3346908},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/RahmanAYTD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nanoarch/AlamYT23,
author = {Md. Shahanur Alam and
Chris Yakopcic and
Tarek M. Taha},
editor = {Ronald Tetzlaff and
Fernando Corinto and
Neil Kemp and
Alon Ascoli and
Andreas M{\"{o}}gel and
Meng{-}Fan Marvin Chang and
Joseph S. Friedman and
Siting Liu and
John Paul Strachan and
Stephan Menzel and
Mehdi B. Tahoori and
Martin Ziegler and
Jason Eshraghian and
Ioannis Messaris and
Christian Koitzsch and
Thomas Mikolajick and
Vasileios G. Ntinas},
title = {On-Chip Optimization and Deep Reinforcement Learning in Memristor
Based Computing},
booktitle = {Proceedings of the 18th {ACM} International Symposium on Nanoscale
Architectures, {NANOARCH} 2023, Dresden, Germany, December 18-20,
2023},
pages = {6:1--6:7},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3611315.3633242},
doi = {10.1145/3611315.3633242},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nanoarch/AlamYT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AlamYT22,
author = {Md. Shahanur Alam and
Chris Yakopcic and
Tarek M. Taha},
title = {Memristor Based Federated Learning for Network Security on the Edge
using Processing in Memory {(PIM)} Computing},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9891986},
doi = {10.1109/IJCNN55064.2022.9891986},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AlamYT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HendersonYHT22,
author = {Alex Henderson and
Chris Yakopcic and
Steven Harbour and
Tarek M. Taha},
title = {Memristor Based Circuit Design for Liquid State Machine Verified with
Temporal Classification},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892808},
doi = {10.1109/IJCNN55064.2022.9892808},
timestamp = {Mon, 10 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HendersonYHT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nanoarch/HendersonYHTMH22,
author = {Alex Henderson and
Chris Yakopcic and
Steven Harbour and
Tarek M. Taha and
Cory E. Merkel and
Hananel Hazan},
editor = {Christof Teuscher and
Jie Han},
title = {Circuit Optimization Techniques for Efficient Ex-Situ Training of
Robust Memristor Based Liquid State Machine},
booktitle = {Proceedings of the 17th {ACM} International Symposium on Nanoscale
Architectures, {NANOARCH} 2022, Virtual, OR, USA, December 7-9, 2022},
pages = {10:1--10:6},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3565478.3572542},
doi = {10.1145/3565478.3572542},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nanoarch/HendersonYHTMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01455,
author = {Thomas F. Tiotto and
Anouk S. Goossens and
A. E. Dima and
Chris Yakopcic and
Tamalika Banerjee and
Jelmer P. Borst and
Niels A. Taatgen},
title = {A Compact Model of Interface-Type Memristors Linking Physical and
Device Properties},
journal = {CoRR},
volume = {abs/2210.01455},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01455},
doi = {10.48550/ARXIV.2210.01455},
eprinttype = {arXiv},
eprint = {2210.01455},
timestamp = {Mon, 12 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/AlomHYTA21,
author = {Md. Zahangir Alom and
Mahmudul Hasan and
Chris Yakopcic and
Tarek M. Taha and
Vijayan K. Asari},
title = {Inception recurrent convolutional neural network for object recognition},
journal = {Mach. Vis. Appl.},
volume = {32},
number = {1},
pages = {28},
year = {2021},
url = {https://doi.org/10.1007/s00138-020-01157-3},
doi = {10.1007/S00138-020-01157-3},
timestamp = {Thu, 27 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mva/AlomHYTA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/AlanaziAYC21,
author = {Mubarak A. Alanazi and
Abdullah K. Alhazmi and
Chris Yakopcic and
Vamsy P. Chodavarapu},
title = {Machine Learning Models for Human Fall Detection using Millimeter
Wave Sensor},
booktitle = {55th Annual Conference on Information Sciences and Systems, {CISS}
2021, Baltimore, MD, USA, March 24-26, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CISS50987.2021.9400259},
doi = {10.1109/CISS50987.2021.9400259},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciss/AlanaziAYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/AlomHYTA20,
author = {Md. Zahangir Alom and
Mahmudul Hasan and
Chris Yakopcic and
Tarek M. Taha and
Vijayan K. Asari},
title = {Improved inception-residual convolutional neural network for object
recognition},
journal = {Neural Comput. Appl.},
volume = {32},
number = {1},
pages = {279--293},
year = {2020},
url = {https://doi.org/10.1007/s00521-018-3627-6},
doi = {10.1007/S00521-018-3627-6},
timestamp = {Thu, 27 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/AlomHYTA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/YakopcicTMSMM20,
author = {Chris Yakopcic and
Tarek M. Taha and
David J. Mountain and
Thomas Salter and
Matthew J. Marinella and
Mark R. McLean},
title = {Memristor Model Optimization Based on Parameter Extraction From Device
Characterization Data},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {39},
number = {5},
pages = {1084--1095},
year = {2020},
url = {https://doi.org/10.1109/TCAD.2019.2912946},
doi = {10.1109/TCAD.2019.2912946},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/YakopcicTMSMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccwc/ChisholmYAT20,
author = {Kayla Chisholm and
Chris Yakopcic and
Md. Shahanur Alam and
Tarek M. Taha},
title = {Multilayer Perceptron Algorithms for Network Intrusion Detection on
Portable Low Power Hardware},
booktitle = {10th Annual Computing and Communication Workshop and Conference, {CCWC}
2020, Las Vegas, NV, USA, January 6-8, 2020},
pages = {901--906},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CCWC47524.2020.9031180},
doi = {10.1109/CCWC47524.2020.9031180},
timestamp = {Thu, 26 Mar 2020 11:53:33 +0100},
biburl = {https://dblp.org/rec/conf/ccwc/ChisholmYAT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/YakopcicRATD20,
author = {Chris Yakopcic and
Nayim Rahman and
Tanvir Atahary and
Tarek M. Taha and
Scott Douglass},
title = {Solving Constraint Satisfaction Problems Using the Loihi Spiking Neuromorphic
Processor},
booktitle = {2020 Design, Automation {\&} Test in Europe Conference {\&}
Exhibition, {DATE} 2020, Grenoble, France, March 9-13, 2020},
pages = {1079--1084},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/DATE48585.2020.9116227},
doi = {10.23919/DATE48585.2020.9116227},
timestamp = {Thu, 25 Jun 2020 12:55:44 +0200},
biburl = {https://dblp.org/rec/conf/date/YakopcicRATD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/green/AlamYST20,
author = {Md. Shahanur Alam and
Chris Yakopcic and
Guru Subramanyam and
Tarek M. Taha},
title = {Memristor Based Neuromorphic Network Security System Capable of Online
Incremental Learning and Anomaly Detection},
booktitle = {11th International Green and Sustainable Computing Workshops, {IGSC}
2020 Workshops, Pullman, WA, USA, October 19-22, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGSC51522.2020.9291053},
doi = {10.1109/IGSC51522.2020.9291053},
timestamp = {Thu, 29 Jul 2021 15:01:41 +0200},
biburl = {https://dblp.org/rec/conf/green/AlamYST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/green/JaoudiYT20,
author = {Yassine Jaoudi and
Chris Yakopcic and
Tarek M. Taha},
title = {Conversion of an Unsupervised Anomaly Detection System to Spiking
Neural Network for Car Hacking Identification},
booktitle = {11th International Green and Sustainable Computing Workshops, {IGSC}
2020 Workshops, Pullman, WA, USA, October 19-22, 2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGSC51522.2020.9291232},
doi = {10.1109/IGSC51522.2020.9291232},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/green/JaoudiYT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icons2/AlamYST20,
author = {Md. Shahanur Alam and
Chris Yakopcic and
Guru Subramanyam and
Tarek M. Taha},
editor = {Thomas E. Potok and
Catherine D. Schuman},
title = {Memristor Based Neuromorphic Adaptive Resonance Theory for One-Shot
Online Learning and Network Intrusion Detection},
booktitle = {Proceedings of the International Conference on Neuromorphic Systems,
{ICONS} 2020, Oak Ridge, Tennessee, USA, July, 2020},
pages = {25:1--25:8},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3407197.3407608},
doi = {10.1145/3407197.3407608},
timestamp = {Wed, 05 Aug 2020 15:04:08 +0200},
biburl = {https://dblp.org/rec/conf/icons2/AlamYST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FernandoQYT20,
author = {B. Rasitha Fernando and
Yangjie Qi and
Chris Yakopcic and
Tarek M. Taha},
title = {3D Memristor Crossbar Architecture for a Multicore Neuromorphic System},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206929},
doi = {10.1109/IJCNN48605.2020.9206929},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FernandoQYT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicRATD20,
author = {Chris Yakopcic and
Nayim Rahman and
Tanvir Atahary and
Tarek M. Taha and
Scott Douglass},
title = {Leveraging the Manycore Architecture of the Loihi Spiking Processor
to Perform Quasi-Complete Constraint Satisfaction},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207419},
doi = {10.1109/IJCNN48605.2020.9207419},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicRATD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nice/TahaYRAD20,
author = {Tarek M. Taha and
Chris Yakopcic and
Nayim Rahman and
Tanvir Atahary and
Scott Douglass},
editor = {Murat Okandan and
James B. Aimone},
title = {Cognitive Domain Ontologies: HPCs to Ultra Low Power Neuromorphic
Platforms},
booktitle = {{NICE} '20: Neuro-inspired Computational Elements Workshop, Heidelberg,
Germany, March 17-20, 2020},
pages = {21:1--21:3},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3381755.3381781},
doi = {10.1145/3381755.3381781},
timestamp = {Tue, 21 Jul 2020 12:07:35 +0200},
biburl = {https://dblp.org/rec/conf/nice/TahaYRAD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/AlomYNTA19,
author = {Md. Zahangir Alom and
Chris Yakopcic and
Mst Shamima Nasrin and
Tarek M. Taha and
Vijayan K. Asari},
title = {Breast Cancer Classification from Histopathological Images with Inception
Recurrent Residual Convolutional Neural Network},
journal = {J. Digit. Imaging},
volume = {32},
number = {4},
pages = {605--617},
year = {2019},
url = {https://doi.org/10.1007/s10278-019-00182-7},
doi = {10.1007/S10278-019-00182-7},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/AlomYNTA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icons2/AlamFJYHTS19,
author = {Md. Shahanur Alam and
B. Rasitha Fernando and
Yassine Jaoudi and
Chris Yakopcic and
Raqibul Hasan and
Tarek M. Taha and
Guru Subramanyam},
editor = {Thomas E. Potok and
Catherine D. Schuman},
title = {Memristor Based Autoencoder for Unsupervised Real-Time Network Intrusion
and Anomaly Detection},
booktitle = {Proceedings of the International Conference on Neuromorphic Systems,
{ICONS} 2019, Knoxville, Tennessee, USA, July 23-25, 2019},
pages = {2:1--2:8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3354265.3354267},
doi = {10.1145/3354265.3354267},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icons2/AlamFJYHTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicFT19,
author = {Chris Yakopcic and
B. Rasitha Fernando and
Tarek M. Taha},
title = {Design Space Evaluation of a Memristor Crossbar Based Multilayer Perceptron
for Image Processing},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852005},
doi = {10.1109/IJCNN.2019.8852005},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicFT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicRATBD19,
author = {Chris Yakopcic and
Nayim Rahman and
Tanvir Atahary and
Tarek M. Taha and
Alex Beigh and
Scott Douglass},
title = {High Speed Cognitive Domain Ontologies for Asset Allocation Using
Loihi Spiking Neurons},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852200},
doi = {10.1109/IJCNN.2019.8852200},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicRATBD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-12338,
author = {Chris Yakopcic and
Nayim Rahman and
Tanvir Atahary and
Tarek M. Taha and
Alex Beigh and
Scott Douglass},
title = {High Speed Cognitive Domain Ontologies for Asset Allocation Using
Loihi Spiking Neurons},
journal = {CoRR},
volume = {abs/1906.12338},
year = {2019},
url = {http://arxiv.org/abs/1906.12338},
eprinttype = {arXiv},
eprint = {1906.12338},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-12338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetc/BontupalliYHT18,
author = {Venkata Ramesh Bontupalli and
Chris Yakopcic and
Raqibul Hasan and
Tarek M. Taha},
title = {Efficient Memristor-Based Architecture for Intrusion Detection and
High-Speed Packet Classification},
journal = {{ACM} J. Emerg. Technol. Comput. Syst.},
volume = {14},
number = {4},
pages = {41:1--41:27},
year = {2018},
url = {https://doi.org/10.1145/3264819},
doi = {10.1145/3264819},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jetc/BontupalliYHT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/YakopcicWWSBST18,
author = {Chris Yakopcic and
Shu Wang and
Weisong Wang and
Eunsung Shin and
John Boeckl and
Guru Subramanyam and
Tarek M. Taha},
title = {Filament formation in lithium niobate memristors supports neuromorphic
programming capability},
journal = {Neural Comput. Appl.},
volume = {30},
number = {12},
pages = {3773--3779},
year = {2018},
url = {https://doi.org/10.1007/s00521-017-2958-z},
doi = {10.1007/S00521-017-2958-Z},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/YakopcicWWSBST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paapp/YakopcicHT18,
author = {Chris Yakopcic and
Raqibul Hasan and
Tarek M. Taha},
title = {Flexible memristor based neuromorphic system for implementing multi-layer
neural network algorithms},
journal = {Int. J. Parallel Emergent Distributed Syst.},
volume = {33},
number = {4},
pages = {408--429},
year = {2018},
url = {https://doi.org/10.1080/17445760.2017.1321761},
doi = {10.1080/17445760.2017.1321761},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paapp/YakopcicHT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/AlomJRMYT18,
author = {Md. Zahangir Alom and
Theodore Josue and
Md Nayim Rahman and
Will Mitchell and
Chris Yakopcic and
Tarek M. Taha},
title = {Deep Versus Wide Convolutional Neural Networks for Object Recognition
on Neuromorphic System},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489635},
doi = {10.1109/IJCNN.2018.8489635},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/AlomJRMYT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicT18,
author = {Chris Yakopcic and
Tarek M. Taha},
title = {Analysis and Design of Memristor Crossbar Based Neuromorphic Intrusion
Detection Hardware},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--7},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489252},
doi = {10.1109/IJCNN.2018.8489252},
timestamp = {Mon, 22 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02608,
author = {Md. Zahangir Alom and
Theodore Josue and
Md Nayim Rahman and
Will Mitchell and
Chris Yakopcic and
Tarek M. Taha},
title = {Deep Versus Wide Convolutional Neural Networks for Object Recognition
on Neuromorphic System},
journal = {CoRR},
volume = {abs/1802.02608},
year = {2018},
url = {http://arxiv.org/abs/1802.02608},
eprinttype = {arXiv},
eprint = {1802.02608},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06955,
author = {Md. Zahangir Alom and
Mahmudul Hasan and
Chris Yakopcic and
Tarek M. Taha and
Vijayan K. Asari},
title = {Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net)
for Medical Image Segmentation},
journal = {CoRR},
volume = {abs/1802.06955},
year = {2018},
url = {http://arxiv.org/abs/1802.06955},
eprinttype = {arXiv},
eprint = {1802.06955},
timestamp = {Thu, 27 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01164,
author = {Md. Zahangir Alom and
Tarek M. Taha and
Christopher Yakopcic and
Stefan Westberg and
Paheding Sidike and
Mst Shamima Nasrin and
Brian C. Van Essen and
Abdul A. S. Awwal and
Vijayan K. Asari},
title = {The History Began from AlexNet: {A} Comprehensive Survey on Deep Learning
Approaches},
journal = {CoRR},
volume = {abs/1803.01164},
year = {2018},
url = {http://arxiv.org/abs/1803.01164},
eprinttype = {arXiv},
eprint = {1803.01164},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03447,
author = {Md. Zahangir Alom and
Chris Yakopcic and
Tarek M. Taha and
Vijayan K. Asari},
title = {Microscopic Nuclei Classification, Segmentation and Detection with
improved Deep Convolutional Neural Network {(DCNN)} Approaches},
journal = {CoRR},
volume = {abs/1811.03447},
year = {2018},
url = {http://arxiv.org/abs/1811.03447},
eprinttype = {arXiv},
eprint = {1811.03447},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04241,
author = {Md. Zahangir Alom and
Chris Yakopcic and
Tarek M. Taha and
Vijayan K. Asari},
title = {Breast Cancer Classification from Histopathological Images with Inception
Recurrent Residual Convolutional Neural Network},
journal = {CoRR},
volume = {abs/1811.04241},
year = {2018},
url = {http://arxiv.org/abs/1811.04241},
eprinttype = {arXiv},
eprint = {1811.04241},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mj/AmirsoleimaniSA17,
author = {Amirali Amirsoleimani and
Jafar Shamsi and
Majid Ahmadi and
Arash Ahmadi and
Shahpour Alirezaee and
Karim Mohammadi and
Mohammad Azim Karami and
Chris Yakopcic and
Omid Kavehei and
Said F. Al{-}Sarawi},
title = {Accurate charge transport model for nanoionic memristive devices},
journal = {Microelectron. J.},
volume = {65},
pages = {49--57},
year = {2017},
url = {https://doi.org/10.1016/j.mejo.2017.05.006},
doi = {10.1016/J.MEJO.2017.05.006},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mj/AmirsoleimaniSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mj/HasanTY17,
author = {Raqibul Hasan and
Tarek M. Taha and
Chris Yakopcic},
title = {On-chip training of memristor crossbar based multi-layer neural networks},
journal = {Microelectron. J.},
volume = {66},
pages = {31--40},
year = {2017},
url = {https://doi.org/10.1016/j.mejo.2017.05.005},
doi = {10.1016/J.MEJO.2017.05.005},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mj/HasanTY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccece/RahmanYAHTD17,
author = {Nayim Rahman and
Chris Yakopcic and
Tanvir Atahary and
Raqibul Hasan and
Tarek M. Taha and
Scott Douglass},
title = {Cognitive Domain Ontologies in lookup tables stored in a memristor
string matching architecture},
booktitle = {30th {IEEE} Canadian Conference on Electrical and Computer Engineering,
{CCECE} 2017, Windsor, ON, Canada, April 30 - May 3, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CCECE.2017.7946637},
doi = {10.1109/CCECE.2017.7946637},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/ccece/RahmanYAHTD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicAT17,
author = {Chris Yakopcic and
Md. Zahangir Alom and
Tarek M. Taha},
title = {Extremely parallel memristor crossbar architecture for convolutional
neural network implementation},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {1696--1703},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966055},
doi = {10.1109/IJCNN.2017.7966055},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicAT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicWWSST17,
author = {Chris Yakopcic and
Shu Wang and
Weisong Wang and
Eunsung Shin and
Guru Subramanyam and
Tarek M. Taha},
title = {Methods for high resolution programming in lithuim niobate memristors
for neuromorphic hardware},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {1704--1708},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966056},
doi = {10.1109/IJCNN.2017.7966056},
timestamp = {Mon, 10 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicWWSST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HasanTY17,
author = {Raqibul Hasan and
Tarek M. Taha and
Chris Yakopcic},
title = {On-chip training of memristor based deep neural networks},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3527--3534},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966300},
doi = {10.1109/IJCNN.2017.7966300},
timestamp = {Mon, 10 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HasanTY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlomHYT17,
author = {Md. Zahangir Alom and
Mahmudul Hasan and
Chris Yakopcic and
Tarek M. Taha},
title = {Inception Recurrent Convolutional Neural Network for Object Recognition},
journal = {CoRR},
volume = {abs/1704.07709},
year = {2017},
url = {http://arxiv.org/abs/1704.07709},
eprinttype = {arXiv},
eprint = {1704.07709},
timestamp = {Thu, 27 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlomHYT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09888,
author = {Md. Zahangir Alom and
Mahmudul Hasan and
Chris Yakopcic and
Tarek M. Taha and
Vijayan K. Asari},
title = {Improved Inception-Residual Convolutional Neural Network for Object
Recognition},
journal = {CoRR},
volume = {abs/1712.09888},
year = {2017},
url = {http://arxiv.org/abs/1712.09888},
eprinttype = {arXiv},
eprint = {1712.09888},
timestamp = {Thu, 27 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icrc/HasanTYM16,
author = {Raqibul Hasan and
Tarek M. Taha and
Chris Yakopcic and
David J. Mountain},
title = {High throughput neural network based embedded streaming multicore
processors},
booktitle = {{IEEE} International Conference on Rebooting Computing, {ICRC} 2016,
San Diego, CA, USA, October 17-19, 2016},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICRC.2016.7738690},
doi = {10.1109/ICRC.2016.7738690},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icrc/HasanTYM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicAT16,
author = {Chris Yakopcic and
Md. Zahangir Alom and
Tarek M. Taha},
title = {Memristor crossbar deep network implementation based on a Convolutional
neural network},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {963--970},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727302},
doi = {10.1109/IJCNN.2016.7727302},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicAT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HasanTYM16,
author = {Raqibul Hasan and
Tarek M. Taha and
Chris Yakopcic and
David J. Mountain},
title = {High Throughput Neural Network based Embedded Streaming Multicore
Processors},
journal = {CoRR},
volume = {abs/1606.04609},
year = {2016},
url = {http://arxiv.org/abs/1606.04609},
eprinttype = {arXiv},
eprint = {1606.04609},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HasanTYM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mj/YakopcicHT15,
author = {Chris Yakopcic and
Raqibul Hasan and
Tarek M. Taha},
title = {Hybrid crossbar architecture for a memristor based cache},
journal = {Microelectron. J.},
volume = {46},
number = {11},
pages = {1020--1032},
year = {2015},
url = {https://doi.org/10.1016/j.mejo.2015.08.015},
doi = {10.1016/J.MEJO.2015.08.015},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mj/YakopcicHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicHT15,
author = {Chris Yakopcic and
Raqibul Hasan and
Tarek M. Taha},
title = {Memristor based neuromorphic circuit for ex-situ training of multi-layer
neural network algorithms},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280813},
doi = {10.1109/IJCNN.2015.7280813},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nanoarch/HasanYT15,
author = {Raqibul Hasan and
Chris Yakopcic and
Tarek M. Taha},
title = {Ex-situ training of dense memristor crossbar for neuromorphic applications},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Symposium on Nanoscale
Architectures, {NANOARCH} 2015, Boston, MA, USA, July 8-10, 2015},
pages = {75--81},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/NANOARCH.2015.7180590},
doi = {10.1109/NANOARCH.2015.7180590},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nanoarch/HasanYT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicHTMP14,
author = {Chris Yakopcic and
Raqibul Hasan and
Tarek M. Taha and
Mark R. McLean and
Doug Palmer},
title = {Efficacy of memristive crossbars for neuromorphic processors},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {15--20},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889807},
doi = {10.1109/IJCNN.2014.6889807},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicHTMP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socc/TahaHY14,
author = {Tarek M. Taha and
Raqibul Hasan and
Chris Yakopcic},
editor = {Kaijian Shi and
Thomas B{\"{u}}chner and
Danella Zhao and
Ramalingam Sridhar},
title = {Memristor crossbar based multicore neuromorphic processors},
booktitle = {27th {IEEE} International System-on-Chip Conference, {SOCC} 2014,
Las Vegas, NV, USA, September 2-5, 2014},
pages = {383--389},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SOCC.2014.6948959},
doi = {10.1109/SOCC.2014.6948959},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/socc/TahaHY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ais/TahaHYM14,
author = {Tarek M. Taha and
Raqibul Hasan and
Chris Yakopcic and
Mark R. McLean},
editor = {Robinson E. Pino and
Alexander Kott and
Michael J. Shevenell},
title = {Low Power Neuromorphic Architectures to Enable Pervasive Deployment
of Intrusion Detection Systems},
booktitle = {Cybersecurity Systems for Human Cognition Augmentation},
series = {Advances in Information Security},
volume = {61},
pages = {151--168},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10374-7\_10},
doi = {10.1007/978-3-319-10374-7\_10},
timestamp = {Tue, 16 May 2017 14:24:25 +0200},
biburl = {https://dblp.org/rec/series/ais/TahaHYM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/YakopcicTSP13,
author = {Chris Yakopcic and
Tarek M. Taha and
Guru Subramanyam and
Robinson E. Pino},
title = {Generalized Memristive Device {SPICE} Model and its Application in
Circuit Design},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {32},
number = {8},
pages = {1201--1214},
year = {2013},
url = {https://doi.org/10.1109/TCAD.2013.2252057},
doi = {10.1109/TCAD.2013.2252057},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcad/YakopcicTSP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TahaHYM13,
author = {Tarek M. Taha and
Raqibul Hasan and
Chris Yakopcic and
Mark R. McLean},
title = {Exploring the design space of specialized multicore neural processors},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707074},
doi = {10.1109/IJCNN.2013.6707074},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/TahaHYM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicT13,
author = {Chris Yakopcic and
Tarek M. Taha},
title = {Energy efficient perceptron pattern recognition using segmented memristor
crossbar arrays},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707073},
doi = {10.1109/IJCNN.2013.6707073},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicTSP13,
author = {Chris Yakopcic and
Tarek M. Taha and
Guru Subramanyam and
Robinson E. Pino},
title = {Memristor {SPICE} model and crossbar simulation based on devices with
nanosecond switching time},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--7},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706773},
doi = {10.1109/IJCNN.2013.6706773},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicTSP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-6515,
author = {Chris Yakopcic and
Tarek M. Taha and
Guru Subramanyam},
title = {Hybrid Crossbar Architecture for a Memristor Based Cache},
journal = {CoRR},
volume = {abs/1302.6515},
year = {2013},
url = {http://arxiv.org/abs/1302.6515},
eprinttype = {arXiv},
eprint = {1302.6515},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-6515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicTSR11,
author = {Chris Yakopcic and
Tarek M. Taha and
Guru Subramanyam and
Stanley Rogers},
title = {Multiple memristor read and write circuit for neuromorphic applications},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {2676--2682},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033569},
doi = {10.1109/IJCNN.2011.6033569},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicTSR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicTSPR11,
author = {Chris Yakopcic and
Tarek M. Taha and
Guru Subramanyam and
Robinson E. Pino and
Stanley Rogers},
title = {Analysis of a memristor based 1T1M crossbar architecture},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {3243--3247},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033651},
doi = {10.1109/IJCNN.2011.6033651},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicTSPR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/YakopcicSTSMR10,
author = {Chris Yakopcic and
Eunsung Shin and
Tarek M. Taha and
Guru Subramanyam and
P. Terrence Murray and
Stanley Rogers},
title = {Fabrication and testing of memristive devices},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--4},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596755},
doi = {10.1109/IJCNN.2010.5596755},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/YakopcicSTSMR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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