In addition to our faculty's individual research, much research and development takes place in computer science laboratories. Some of these labs are highlighted below.
Dynamical & Evolutionary Machine Organization
The Dynamical & Evolutionary Machine Organization (DEMO) lab attacks problems in agent cognition using complex machine organizations that are created from simple components with minimal human design effort. The DEMO lab houses research in recurrent neural networks, evolutionary computation, and dynamical systems as substrates.
The Alterman Lab is an interdisciplinary lab led by Rick Alterman, a professor of computer science a with a joint appointment in the Volen Center for Complex Systems. Alterman's research is interdisciplinary with a strong computational basis. His current research group is doing research on engineering online collaborative learning environments.
The Brandeis Laboratory for Linguistics and Computation
The Brandeis Lab for Linguistics and Computation (LLC) conducts research on the design and development of language models for semantic indexing, knowledge extraction, and linguistically-based reasoning over large text collections. Theoretical work involves development of Generative Lexicon Theory and extensions of this theory to parsing and event-based inferencing.
Chinese Language Processing Group
The Chinese Language Processing Group (CLPG) focuses on research in natural language processing, developing new linguistic and statistical techniques, and creating new computational linguistic tools. Ongoing projects include semantic role labeling, statistical machine translation, Chinese language processing, and temporal inference.
Computational Systems Biology Group
The Computational Systems Biology Group takes an integrated approach, which combines computational and experimental methods to understand causal and functional relationships that regulate the dynamics of biological networks and lead various extra-cellular stimuli to numerous cellular phenotypes.