I (Arman Roohi) am an Assistant Professor at the University of Nebraska – Lincoln School of Computing. I am also a director of the Intelligent Device-2–Applications (iDEA) Lab. My group research interests span the areas of design and implementation of cross-layer (device/ circuit/ architecture) co-design for implementing complex machine learning tasks and secure computation, including hardware security, and the security of artificial intelligence. Specifically, we are working on a wide range of practical problems in the area of machine learning, computer architecture, and embedded systems to bridge the gap between neuromorphic and conventional Von Neumann computing.
Research Assistant Positions Available
I am currently looking for highly motivated and self-driven Master & Ph.D. students!
Interested applicants can email aroohi@unl.edu. Please include your CV, publication list, and a statement of research interests. Candidates having one or more of the following research expertise are preferred:
- Hardware Design for Machine Learning, Neuromorphic Computing, Emerging Nanoscale Electronics,
- Reconfigurable and Adaptive Computer Architectures, and Low-Power and Reliability-Aware VLSI Circuits.
- Machine Learning: Theoretical Analysis or Application Experience with an Emphasis on Neural Networks Security
- FPGAs and Hardware Coding Skills (Such as VHDL/Verilog)
- FPGA Machine Learning Acceleration Engineer
- Implementation Attacks: Side-Channel Analysis and Fault Attacks