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Kate Gleason College Of Engineering

Kate Gleason College Of Engineering

COMPUTER ENGINEERING

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click to expandclick to closeDhireesha Kudithipudi

Dhireesha Kudithipudi

Associate Professor
Computer Engineering
Kate Gleason College Of Engineering

2016 Submissions

Journal Paper

Merkel, Cory, et al. "Neuromemristive Systems: Boosting Efficiency through Brain-Inspired Computing." IEEE Computer 49. 10 (2016): 56-64. Web. *

Streat, Lennard, Dhireesha Kudithipudi, and Kevin Gomez. "Non-volatile Hierarchical Temporal Memory: Hardware for Spatial Pooling." arXiv. (2016): 1-15. Print.

Mnatzaganian, James, Ernest Fokoue, and Dhireesha Kudithipudi. "A Mathematical Formalization of Hierarchical Temporal Memory's Spatial Pooler." arXiv. (2016): 1-15. Web.

Published Conference Proceedings

Ibrayev, Timur, et al. "A Design of HTM Spatial Pooler for Face Recognition Using Memristor-CMOS Hybrid Circuits." Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS). Ed. IEEE. Montreal, Quebec: n.p., Web. *

Zyarah, Abdullah, et al. "Optimized Hardware Framework of MLP with Random Hidden Layers." Proceedings of the SPIE DCS. Ed. SPIE. Baltimore, Maryland: n.p., Print. *

Christiani, Dan, Cory Merkel, and Dhireesha Kudithipudi. "Towards a Scalable Neuromorphic Hardware for Classification and Prediction with Stochastic No-Prop Algorithms." Proceedings of the International Symposium on Quality Electronic Design (ISQED). Ed. IEEE. SanJose, CA: n.p., Web. *

Polepalli, Anvesh, Nicholas Soures, and Dhireesha Kudithipudi. "Digital Neuromorphic Design of a Liquid State Machine for Real-time Processing." Proceedings of the IEEE International Conference on Rebooting Computing (ICRC). Ed. IEEE. SanDiego, CA: n.p., Print. *

Invited Paper

Polepalli, Anvesh and Dhireesha Kudithipudi. "Reconfigurable Digital Design of a Liquid State Machine for Spatio-Temporal Data." ACM International Conference on Nanoscale Computing and Communication. (2016). Print. ∆

Journal Editor

Kudithipudi, Dhireesha, ed. International Journal of Circuits and Systems. NJ: World Scientific Publishing Co., Inc., 2016. Print.

Full Patent

Merkel, Cory and Dhireesha Kudithipudi. "Method and Apparatus for Training Memristive Learning Systems." U.S. Patent 15/159,949. 20 May 2016.

Invited Keynote/Presentation

Kudithipudi, Dhireesha. "Ab-Initio Design of Neuromemristive Systems." IEEE CEDA Council. IEEE. SanJose, CA. 23 Oct. 2016. Keynote Speech.

Kudithipudi, Dhireesha. "Neuromorphic Hardware for Classification and Stochastic No-Prop Algorithms." SPIE DCS. SPIE. Baltimore, Maryland. 19 Apr. 2016. Address.

Kudithipudi, Dhireesha. "Neuromorphic Computing for future of ExaScale Computing." Exascale Computing. DOE. Baltimore, Maryland. 27 Sep. 2016. Reading.

Kudithipudi, Dhireesha. "Reconfigurable Neuromemristive Systems." AFOSR REconfigurable Computing Workshop. AFOSR. Washington DC, Washington DC. 17 May 2016. Lecture.

Kudithipudi, Dhireesha. "Scalable Neuromemristive Systems for Spatio-Temporal Processing." NICE. Sandia. Berekley, CA. 8 Mar. 2016. Address.

Kudithipudi, Dhireesha. "Reservoir Computing." AFRL. AFRL. Rochester, NY. 3 Mar. 2016. Lecture.

Kudithipudi, Dhireesha. "Spatio-Temporal Processing with HTM." Seagate Technical Meet. Seagate. Rochester, NY. 21 Mar. 2016. Lecture.

Kudithipudi, Dhireesha. "Memristor Crossbar Based Neuromorphic Architectures." ORNL Neuro Workshop. ORNL. Knoxville, Tennessee. 29 Jun. 2016. Address.

Kudithipudi, Dhireesha. "Energy Efficient Neural Network Architectures." Technical Brief. DOE. Rochester, NY. 20 Sep. 2016. Lecture.

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click to expandclick to closeAndres Kwasinski

Andres Kwasinski

Associate Professor
Computer Engineering
Kate Gleason College Of Engineering

2016 Submissions

Journal Paper

Wang, Wenbo, et al. "A Survey on Applications of Model-Free Strategy Learning in Cognitive Wireless Networks." IEEE Communications Surveys and Tutorials. (2016): 1717-1757. Print. *

Kwon, Youngsung, Alexis Kwasinski, and Andres Kwasinski. "Coordinated Energy Management in Resilient Microgrids for Wireless Communication Networks." IEEE Journal of Emerging and Selected Topics in Power Electronic. (2016): 1158-1173. Print. *

Published Review

Kwasinski, Andres. "Foundations of Signal Processing [Book Reviews]." Rev. of Foundations of Signal Processing [Book Reviews], ed. Cambridge University Press. IEEE Signal Processing Magazine 2016: 163-164. Print.

Published Conference Proceedings

Kwasinski, Andres and Alexis Kwasinski. "Tradeoff Between Quality-of-Service and Resiliency: a Mathematical Framework Applied to LTE Networks." Proceedings of the Second International Workshop on Integrating Communications, Control, and Computing Technologies for Smart Grid (ICT4SG). Ed. IEEE International Conference on Communications (ICC). Kuala Lumpur, Malaysia: n.p., Print. *

Kwasinski, Andres and Alexis Kwasinski. "The Role of Multimedia Source Codecs in Green Cellular Networks." Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC). Ed. N/A. Doha, Qatar: n.p., Print. *

Wang, Wenbo, et al. "Learning in Markov Game for Femtocell Power Allocation with Limited Coordination." Proceedings of the IEEE Global Communications Conference (Globecom). Ed. N/A. Washington, DC: n.p., Print. *

Hu, Rui, Alexis Kwasinski, and Andres Kwasinski. "A Mixed Strategy Communication Traffic Shaping Method for Decentralized Energy Management of Cell Sites." Proceedings of the International Telecommunications Energy Conference (INTELEC). Ed. N/A. Austin, TX: n.p., Print. *

Journal Editor

Kwasinski, Andres, ed. IEEE Transactions on Wireless Communications. : n.p., 2016. Print.

Kwasinski, Andres, ed. IEEE Wireless Communications Letters. : n.p., 2016. Print.

Kwasinski, Andres, ed. IEEE Signal Processing Magazine. : n.p., 2016. Print.

Invited Keynote/Presentation

Kwasinski, Andres. "Cross-Layer Framework in the Internet of Things for Cyber-Physical Systems." SPIE Defense+Commercial Sensing conference. SPIE. Baltimore, MD. 18 Apr. 2016. Conference Presentation.

Kwasinski, Andres. "Microgrid-based Power Infrastructure for Integrated Energy and Cellular Service Management." IEEE 5G Roadmap Workshop. IEEE. Washington DC, Washington DC. 8 Dec. 2016. Conference Presentation.

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click to expandclick to closeMarcin Lukowiak

Marcin Lukowiak

Associate Professor
Computer Engineering
Kate Gleason College Of Engineering

2016 Submissions

Published Conference Proceedings

Werner, Gordon, et al. "Implementing Authenticated Encryption Algorithm MK-3 on FPGA." Proceedings of the MILCOM. Ed. MILCOM. Baltimore, MD: IEEE, Web. *

Tran, Xuan, Marcin Lukowiak, and Stanislaw Radziszowski. "Effectiveness of Variable Bit-Length Power Analysis Attacks on SHA-3 Based MAC." Proceedings of the MILCOM. Ed. MILCOM. Baltimore, MD: IEEE, Web. *

Shows/Exhibits/Installations

Lukowiak, Marcin. Efficient hardware implementations of MK-3. By Alan Kaminsky, et al. 7 Apr. 2016. CEIS University Technology Showcase 2016, Rochester. Exhibit.

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click to expandclick to closeRaymond Ptucha

Raymond Ptucha

Assistant Professor
Computer Engineering
Kate Gleason College Of Engineering

2016 Submissions

Published Conference Proceedings

Ptucha, Ray, et al. "Understanding the Semantics of Narratives of Interpersonal Violence through Reader Annotations and Physiological Reactions." Proceedings of the Computational Semantics Beyond Events and Roles. Ed. IEEE. Valencia, Spain: n.p., Print. «

Sah, Shagan, et al. "Semantic Text Summarization of Long Videos." Proceedings of the WACV. Ed. IEEE. Santa Rosa, CA: IEEE, Print. «

Bag, Suvam, Vishwas Venkatachalapathy, and Raymond Ptucha. "Motion Estimation Using Visual Odometry and Deep Learning Localization." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: IS&T, Print. «

Hssayeni, M., et al. "Distracted Driver Detection: Deep Learning vs Handcrafted Features." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., Print. «

Echefu, Sam, et al. "Milpet – The Self-driving Wheelchair." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., Print. «

Nooka, Sai, et al. "Adaptive Hierarchical Classification Networks." Proceedings of the ICPR. Ed. IEEE. Cancun, Mexico: n.p., Print. «

Dushkoff, Michael, Ryan McLaughlin, and Raymond Ptucha. "A Temporally Coherent Neural Algorithm for Artistic Style Transfer." Proceedings of the ICPR. Ed. IEEE. Cancun, Mexico: n.p., Print. «

Kulhare, Sourabh, et al. "Key Frame Extraction for Salient Activity Recognition." Proceedings of the ICPR. Ed. IEEE. Cancun, Mexico: n.p., Print. «

Oruganti, Ram, et al. "Image Description through Fusion Based Recurrent Multi-Modal Learning." Proceedings of the ICIP. Ed. IEEE. Phoenix, AZ: n.p., Print. «

Oak, Mayuresh, et al. "Generating Clinically Relevant Texts: A Case Study on Life-changing Events." Proceedings of the Proceedings of CLPysch Workshop, North American Chapter of the Association for Computational Linguistics- Human Language Technologies (NAACL-HLT). Ed. IEEE. San Diego, CA: n.p., Web. «

Dushkoff, Michael and Raymond Ptucha. "Adaptive Activation Functions for Deep Networks." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., Web. «

Chennupati, Sumanth, et al. "Hierarchical Decomposition of Large Deep Networks." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., Web. «

Rajanna, Arjun Raj, et al. "Prostate Cancer Detection Using Photoacoustic Imaging and Deep Learning." Proceedings of the Electronic Imaging. Ed. IS&T. San Francisco, CA: n.p., Web. «

Avery, Alex, et al. "Autonomous People Mover." Proceedings of the Proceedings of American Society for Engineering Education. Ed. ASEE. Ithaca, NY: n.p., Web. *

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click to expandclick to closeShanchieh Yang

Shanchieh Yang

Associate Professor
Computer Engineering
Kate Gleason College Of Engineering

2016 Submissions

Published Conference Proceedings

Krall, Alex, et al. "Estimating the Likelihood of Cyber Attack Penetration using Rare-Event Simulation." Proceedings of the IEEE Symposium Series on Computational Intelligence. Athens, Greece: IEEE, 2016. Print. *

Peer Reviewed/Juried Poster Presentation

Yang, Shanchieh. "Towards Automatic Extraction and Synthesis of Cyber Attack Behavior Models." Proceedings of the USENIX Security. Austin, TX: USENIX. £

Yang, Shanchieh, et al. "CASCADES: Modeling and Simulation of Cyber Attacker Behaviors for Network Threat Analysis." Proceedings of the 2016 Annual Computer Security Applications Conference (ACSAC). Ed. N/A. Los Angeles, CA: n.p.. *

Yang, Shanchieh and Neil Wong Hon Chan. "SCANNER: Sequence Clustering of Android Resource Accesses." Proceedings of the 2016 Annual Computer Security Applications Conference (ACSAC). Los Angeles, CA: n.p.. *

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