UNIVERSITY OF HERTFORDSHIRE COMPUTER SCIENCE RESEARCH COLLOQUIUM presents "Deep Learning for Object Recognition and Motion Generation" Professor Geoffrey Hinton (University of Toronto) 23 September 2009 (Wednesday) Lecture Theatre E351 Hatfield, College Lane Campus 3 - 4 pm Everyone is Welcome to Attend Abstract: I will describe how multiple layers of non-linear features can be learned one layer at a time from unlabeled images. The multiple layers of features form a good generative model of images and the highest level features are very good for object recognition. I will show how the same learning methods can be applied to high-dimensional sequential data to produce good generative models of people walking in many different styles. --------------------------------------------------- Hertfordshire Computer Science Research Colloquium http://homepages.feis.herts.ac.uk/~nehaniv/colloq