Kevin H. Knuth, Ph.D.
Associate Professor of Physics and Informatics,
Director of KnuthLab
Director of the Knuth Cyberphysics Laboratory
President, Autonomous Exploration Inc.
B.S. Physics 1988, University of Wisconsin - Oshkosh
M.S. Physics 1990, Montana State University
Ph.D. Physics (Minor Mathematics) 1995, University of Minnesota
Santa Fe Institute Complex Systems Summer School, 1995
Associate Professor, Depts. of Physics and Informatics, 2009-Present
President, Autonomous Exploration Inc., 2009-Present
Assistant Professor, Depts. of Physics and Informatics, 2005-2009
Research Scientist GS-14, Intelligent Systems Division, 2001-2005
Research Scientist III, Center for Advanced Brain Imaging, 1999-2001.
Instructor, Department of Physiology and Biophysics, 1999-2000.
Instructor, Departments of Otolaryngology and Neuroscience, 1998-1999.
The physics of information-based control
Design of instruments that decide which measurements to take, given what they are programmed to learn
Extension of brain-computer interface to the physical realm
Source Separation of Mixed Signals
Bayesian source separation, identification of evoked brain responses (EEG and MEG), Spectral decomposition and astrobiochemistry
Information Processing in the Brain
Dynamics of neural ensembles, oscillatory processes, evoked responses (ERPs?
), hierarchical (or heterarchical) organization
Identification of Relevant Causal Interactions
Information theory and transfer entropy, application to large-scale Earth climate data sets.
Role of Order in Physical Law
The foundations of lattice theory and its generalization to measure theory
Foundations of Inference and Inquiry
Foundations of Bayesian probability theory, information theory, the algebra of questions and the inquiry calculus