Intelligent Systems
Artificial Intelligence and Machine Learning, Deep Learning, Agents, Distributed Intelligence, Data Mining, Emergent Computation, Evolutionary Algorithms, Neuromorphic Computing, Robotics, Visual Analytics, Visualization, Computer Vision, Natual Language Processing, Adversarial Machine Learning, Reinforcement Learning
Affiliated Labs, Centers, Institutes
Emergent Computation Project
ECP investigates the processes by which large numbers of simple agents or computational units can self-organize to process information, to control complex systems, and to assemble complicated hierarchical structures. In addition, ECP applies emergent computation to the development of post-Moore’s Law computing technologies, to neuromorphic computing, and to nanotechnology.
Imaging, Robotics, and Intelligent Systems
Since 1970, IRIS has been conducting research in the field of image processing. The laboratory’s emphasis is currently on building 3D imaging systems.
Power Information Technology Laboratory
The Power IT Laboratory prepares graduate and undergraduate students for leadership roles in information technology applications in the power engineering industry. Our program trains our graduates to excel in their technical fields as well as the ability to develop and implement effective computer and network strategies to face new challenges in the deregulated power industry.
Machine Intelligence Lab & Networking Research Group
Affiliated Faculty |
|---|
| Jens Gregor |
| Jian Huang |
| Weizi Li |
| Fei Liu |
| Jian Liu |
| Audris Mockus |
| James Plank |
| Hairong Qi |
| Hector Santos-Villalobos |
| Catherine Schuman |
| Fnu Suya |
| Michela Taufer |
| Adjunct, Research, and ORNL Joint Faculty |
| David Icove |