Complex Motion Processing in Primate Visual Cortex. As we move through the world, a dynamic visual image is projected onto our retinas. The pattern of movement in the retinal image contains information about three-dimensional structure in the environment and the time of impending collisions. Our visual systems are expert at exploiting this information, enabling us to navigate through complex visual environments at a level far beyond the most sophisticated artificial systems. We plan to investiga ....Complex Motion Processing in Primate Visual Cortex. As we move through the world, a dynamic visual image is projected onto our retinas. The pattern of movement in the retinal image contains information about three-dimensional structure in the environment and the time of impending collisions. Our visual systems are expert at exploiting this information, enabling us to navigate through complex visual environments at a level far beyond the most sophisticated artificial systems. We plan to investigate complex motion processing in the primate brain by recording the responses of neurons in identified regions of the visual cortex of macaque monkeys to a range of behaviourally relevant motion stimuli.Read moreRead less
Asymptotic Geometric Analysis and Machine Learning. Phenomena in large dimensions appear in a number of domains of Mathematics and adjacent domains of science (e.g. Computer Science), dealing with functions of infinitely growing number of parameters. Here, we focus on several questions naturally linked to Asymptotic Geometric Analysis which have natural applications to Statistical Learning Theory. We intend to use geometric, probabilistic and combinatorial methods to investigate these problems, ....Asymptotic Geometric Analysis and Machine Learning. Phenomena in large dimensions appear in a number of domains of Mathematics and adjacent domains of science (e.g. Computer Science), dealing with functions of infinitely growing number of parameters. Here, we focus on several questions naturally linked to Asymptotic Geometric Analysis which have natural applications to Statistical Learning Theory. We intend to use geometric, probabilistic and combinatorial methods to investigate these problems, with an emphasis on modern tools in Empirical Processes Theory and the theory of Random Matrices.Read moreRead less
Negotiation Support Systems for Groundwater Managment in Small Islands. Expanding populations and limited land area in small islands are increasing the pressures on fresh groundwater resources. The dilemma is how to protect shallow groundwater reserves without alienating traditional landowners and without generating costly conflicts. The problem is complex and involves the interaction of hydrologic and technical factors with socio-cultural, economic, policy and institutional factors. Multi Agent ....Negotiation Support Systems for Groundwater Managment in Small Islands. Expanding populations and limited land area in small islands are increasing the pressures on fresh groundwater resources. The dilemma is how to protect shallow groundwater reserves without alienating traditional landowners and without generating costly conflicts. The problem is complex and involves the interaction of hydrologic and technical factors with socio-cultural, economic, policy and institutional factors. Multi Agent Systems (MAS) have been developed to study the interaction between societies and the environment. Here we will use MAS to develop Negotiation Support Systems for groundwater management in small islands.Read moreRead less