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Kian Hamedani
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Reservoir computing meets smart grids: Attack detection using delayed feedback networks
K Hamedani, L Liu, R Atat, J Wu, Y Yi
IEEE Transactions on Industrial Informatics 14 (2), 734-743, 2017
1072017
Detecting Dynamic Attacks in Smart Grids Using Reservoir Computing: A Spiking Delayed Feedback Reservoir Based Approach
K Hamedani, L Liu, S Hu, J Ashdown, J Wu, Y Yi
IEEE Transactions on Emerging Topics in Computational Intelligence, 2019
222019
Enabling sustainable cyber physical security systems through neuromorphic computing
J Li, L Liu, C Zhao, K Hamedani, R Atat, Y Yi
IEEE Transactions on Sustainable Computing 3 (2), 112-125, 2017
222017
Spatio-temporal filtering of thermal video sequences for heart rate estimation
K Hamedani, Z Bahmani, A Mohammadian
Expert Systems with Applications 54, 88-94, 2016
202016
Analog spike-timing-dependent resistive crossbar design for brain inspired computing
C Zhao, K Hamedani, J Li, Y Yi
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (1 …, 2017
172017
Analog hardware implementation of spike-based delayed feedback reservoir computing system
J Li, C Zhao, K Hamedani, Y Yi
2017 International Joint Conference on Neural Networks (IJCNN), 3439-3446, 2017
162017
Enabling an new era of brain-inspired computing: Energy-efficient spiking neural network with ring topology
K Bai, J Li, K Hamedani, Y Yi
2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 1-6, 2018
142018
Video-based face recognition and image synthesis from rotating head frames using nonlinear manifold learning by neural networks
K Hamedani, SA Seyyedsalehi, R Ahamdi
Neural Computing and Applications 27 (6), 1761-1769, 2016
142016
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing.
K Hamedani, L Liu, S Liu, H He, Y Yi
AAAI, 1292-1299, 2020
92020
The Novel Applications of Deep Reservoir Computing in Cyber-Security and Wireless Communication
K Hamedani, Z Zhou, K Bai, L Liu
Intelligent System and Computing, 2019
62019
Energy efficient mimo-ofdm spectrum sensing using deep stacked spiking delayed feedback reservoir computing
K Hamedani, L Liu, Y Yi
IEEE Transactions on Green Communications and Networking 5 (1), 484-496, 2020
32020
Video-based face recognition using manifold learning by neural networks
K Hamedani, SAS Salehi
20th Iranian Conference on Electrical Engineering (ICEE2012), 789-793, 2012
32012
Energy Efficient Deep Spiking Recurrent Neural Networks: A Reservoir Computing-Based Approach
K Hamedani
Virginia Tech, 2020
12020
MR-iNet Gym: Framework for Edge Deployment of Deep Reinforcement Learning on Embedded Software Defined Radio
J Jagannath, K Hamedani, C Farquhar, K Ramezanpour, A Jagannath
Proceedings of the 2022 ACM Workshop on Wireless Security and Machine …, 2022
2022
Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning
K Hamedani, L Liu, J Jagannath, Y Yi
Proceedings of the 3rd ACM Workshop on Wireless Security and Machine …, 2021
2021
Improving the quality of images synthesized by discrete cosine transform regression-based method using principle component analysis
K Hamedani
Annals of Military and Health Sciences Research 12 (2), 2014
2014
Multi-Agent Reinforcement Learning for Energy Harvesting Two-Hop Communications With a Partially Observable System State
A Ortiz, T Weber, A Klein, B Yang, D Wu, H Wang, Y Gao, R Wang, M Guo, ...
Emerging Applications of Reservoir Computing in Cyber Physical Systems Security
K Hamedani
SoC FPAA Hardware Implementation of a VMM+ WTA Embedded Learning Classifier...... S. Shah and J. Hasler 28 Analog Spike-Timing-Dependent Resistive Crossbar Design for Brain …
C Zhao, K Hamedani, J Li, Y Yi, P Panda, JM Allred, S Ramanathan, ...
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