Kian Hamedani

According to our database, Kian Hamedani authored at least 14 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Marconi-Rosenblatt Framework for Intelligent Networks (MR-iNet Gym): For Rapid Design and Implementation of Distributed Multi-agent Reinforcement Learning Solutions for Wireless Networks.

Collin Farquhar, Swatantra Kafle, Kian Hamedani, Anu Jagannath, Jithin Jagannath

Comput. Networks, February, 2023

2022

MR-iNet Gym: Framework for Edge Deployment of Deep Reinforcement Learning on Embedded Software Defined Radio.

Jithin Jagannath, Kian Hamedani, Collin Farquhar, Keyvan Ramezanpour, Anu Jagannath

Proceedings of the WiseML@WiSec 2022: Proceedings of the 2022 ACM Workshop on Wireless Security and Machine Learning, 2022

2021

Energy Efficient MIMO-OFDM Spectrum Sensing Using Deep Stacked Spiking Delayed Feedback Reservoir Computing.

Kian Hamedani, Lingjia Liu, Yang Yi

IEEE Trans. Green Commun. Netw., 2021

Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning.

Kian Hamedani, Lingjia Liu, Jithin Jagannath, Yang Cindy Yi

Proceedings of the WiseML@WiSec 2021: Proceedings of the 3rd ACM Workshop on Wireless Security and Machine Learning, 2021

2020

Energy Efficient Deep Spiking Recurrent Neural Networks: A Reservoir Computing-Based Approach.

Kian Hamedani

PhD thesis, 2020

Detecting Dynamic Attacks in Smart Grids Using Reservoir Computing: A Spiking Delayed Feedback Reservoir Based Approach.

Kian Hamedani, Lingjia Liu, Shiyan Hu, Jonathan D. Ashdown, Jinsong Wu, Yang Yi

IEEE Trans. Emerg. Top. Comput. Intell., 2020

Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing.

Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2018

Enabling Sustainable Cyber Physical Security Systems through Neuromorphic Computing.

Jialing Li, Lingjia Liu, Chenyuan Zhao, Kian Hamedani, Rachad Atat, Yang Yi

IEEE Trans. Sustain. Comput., 2018

Reservoir Computing Meets Smart Grids: Attack Detection Using Delayed Feedback Networks.

Kian Hamedani, Lingjia Liu, Rachad Atat, Jinsong Wu, Yang Yi

IEEE Trans. Ind. Informatics, 2018

Analog Spike-Timing-Dependent Resistive Crossbar Design for Brain Inspired Computing.

Chenyuan Zhao, Kian Hamedani, Jialing Li, Yang Yi

IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

Enabling a new era of brain-inspired computing: energy-efficient spiking neural network with ring topology.

Kangjun Bai, Jialing Li, Kian Hamedani, Yang Yi

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

Analog hardware implementation of spike-based delayed feedback reservoir computing system.

Jialing Li, Chenyuan Zhao, Kian Hamedani, Yang Yi

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

Video-based face recognition and image synthesis from rotating head frames using nonlinear manifold learning by neural networks.

Kian Hamedani, Seyyed Ali Seyyedsalehi, Reza Ahamdi

Neural Comput. Appl., 2016

Spatio-temporal filtering of thermal video sequences for heart rate estimation.

Kian Hamedani, Zahra Bahmani, Amin Mohammadian

Expert Syst. Appl., 2016