Over the past decade, research in the NUAI lab is paving a path to revolutionize the next generation of intelligent platforms. We strive to achieve this through an interdisciplinary research approach. The fundamental questions that we strive to answer include:
- Can our understanding of human neural processing and perception lead to new AI algorithms and hardware advances?
- How can we design AI that learns continually through its lifetime? Can we achieve this in a resource efficient manner?
Our team has developed new brain-inspired algorithms, AI platforms, and energy efficient machine learning substrates. Our research lab takes pride in fostering a highly stimulating student-centric research environment. The key research areas in the lab are
- Lifelong Learning
- Neuromorphic Accelerator development
- Plasticity in Spiking Neural Networks
- Model Compression
- Emerging Technologies
- Edge Computing Applications
Candidates interested in the NUAI Lab should first read through the lab research areas available on the NUAI lab website prior to contacting Dr. Kudithipudi by email.
