I am also associated with the Santa Fe Institute, through their programs on Adaptive Computation and Evolutionary Dynamics. Previously, I was a research theoretical physicist at the University of Manchester and the University of California, where I did research on condensed matter physics. First draft of the slides and lecture are here . The handwritten slides may appear someday. Statistical Mechanics Theory of Genetic Algorithms , to be taught at Theoretical Aspects of Evolutionary Computing Antwerp, 1-7 September, 1999.
Slides are here . .
CS2411 - Subsymbolic Processing and Neural Networks is an undergraduate course on learning from data. The syllabus is here . Neural Networks in Cognitive Science is a postgraduate course on connectionism as applied to modelling in neuroscience and psychology. The syllabus is here and a description of how it was run in 1999 is here .