Publications in 2021

Journal Articles

  1. M. Lee, B. Mudassar, and S.Mukhopadhyay, “Adaptive Camera Platform using Deep Learning based Early Warning of Task Failures”, accepted for publication in IEEE Sensors Journal, submitted on Sep. 2020.
  2. E. Lee, N. Rahman, V. Chekuri, A. Singh and S. Mukhopadhyay, “A low power authentication IC for visible light based interrogation”, accepted for publication in IEEE Transactions on Industrial Electronics (TIE).
  3. P. Saha, M. Egerstedt, and S. Mukhopadhyay, “Neural Identification for Control”, accepted for publication at IEEE Robotics and Automation Letters,2021.
  4. N. Chawla, A. Singh, H. Kumar, M. Kar, and S. Mukhopadhyay, “Securing IoT Devices using Dynamic Power Management: Machine Learning Approach,” accepted for publication in IEEE Internet of Things Journal (IOT-J).
  5. X. She, S. Dash, D. Kim, and S. Mukhopadhyay, “A Heterogeneous Spiking Neural Network for Unsupervised Learning of Spatiotemporal Patterns”, Frontiers In Neuroscience, January 2021.

Conference Papers

  1. P. Saha, M. Egerstedt, and S. Mukhopadhyay, “Neural Identification for Control”, accepted for publication at IEEE International Conference on Robotics and Automation (ICRA),2021.
  2. H. Kumar, N. Chawla, and S. Mukhopadhyay, “Towards Improving the Trustworthiness of Hardware based Malware Detector using Online Uncertainty Estimation,” Design Automation Conference, 2021.
  3. J. Woo, K. Jung, and S. Mukhopadhyay, “Efficient On-chip Acceleration of Machine Learning Models for Detection of RF Signal Modulation,” IEEE International Microwave Symposium (IMS), 2021.
  4. E. Huang, C. DeLude, J. Romberg, S. aMukhopadhyay, and M. Swaminathan, “Anisotropic Scatterer Models for Representing RCS of Complex Objects,” IEEE Radar Conference, 2021
  5. (Invited) M. Lee, She, B. Chakraborty, S. Dash, B. A. Mudassar, and S. Mukhopadhyay, “Reliable Edge Intelligence in Unreliable Environment” Design, Automation and Test in Europe (DATE), 2021
  6. (Invited) K. Samal, M. Wolf, and Mukhopadhyay, “Closed-loop Approach to Perception in Autonomous System” Design, Automation and Test in Europe (DATE), 2021