Current Research Areas
Signal Processing and Information Retrieval
Integrated Circuits Design, Power Electronics, Electronics for Hash Environment
Robotics, Control, and Automation
Computational Intelligence and Machine Learning
Next Generation Sensing and Hardware Design
Cyber-Physical Systems and Grid Security
High-Performance Computing and Computer Architecture
Wearable Biosensing
Neurorobotics and Brain-Computer Interfacing
Signal Processing and Information Retrieval
- Sensor arrays, signal processing algorithms for information extraction.
Faculty: Kaushallya (Kay) Adhikari, Richard J. Vaccaro, Peter Swaszek, Ramdas Kumaresan
Integrated Circuits Design, Power Electronics, Electronics for Hash Environment
- Ultimately Reliable and High-Performance Power Electronics, High-Frequency Power Converter
- Hybrid Power Converter Systems for Renewable Energy & Grid
- CMOS electronics for harsh environments (radiation, cryogenic), CMOS readout electronics for sensors or detectors, Self-sustainable electronics.
Faculty: Yeonho Jeong, Sungho Kim, Yu Bi
Robotics, Control, and Automation
- Multi-robot systems, aerial robotics, industrial automation, soft robotics, human-robot interaction, automation and control.
Faculty: Paolo Stegagno, Reza Abiri, Richard J. Vaccaro
Computational Intelligence and Machine Learning
- Neural networks, deep learning, reinforcement learning, data mining.
Faculty: Haibo He, Paolo Stegagno, Kunal Mankodiya, Reza Abiri, Hui Lin, Kaushallya (Kay) Adhikari
Next Generation Sensing and Hardware Design
- Low SWaP-C edge sensing devices, anti-probing and anti-tampering technologies.
Faculty: Yu Bi
Cyber-Physical Systems and Grid Security
- Resilience of cyber-physical systems (CPS) and Internet of Things (IoT) through advanced network and system technologies.
- Electrical grid reliability, resiliency, and security.
Faculty: Yan Sun, Hui Lin, Kaushallya (Kay) Adhikari, Yu Bi
High-Performance Computing and Computer Architecture
- Computer architecture, computer networks, storage architecture, parallel and distributed processing, embedded computer systems, and computer applications.
- Practical high-performance and scalable cloud computing systems.
Faculty: Qing Yang, Resit Sendag, Weiwei Jia
Wearable Biosensing
- Biomedical sensors, wearable embedded systems for telemonitoring and remote healthcare management.
Faculty: Kunal Mankodiya, Dhaval Solanki
Neurorobotics and Brain-Computer Interfacing
- Translational Neurorobotics: Biosignal control systems, medical robots with AI-enabled control strategies.
- Brain-Computer Interfacing and Neuromodulation
- Neural Processing and Control: Integrative brain functions, neural engineering, cognitive neuroscience, translational techniques for neurological impairments.
Faculty: Yalda Shahriari, Reza Abiri, Walter G. Besio