Nonlinear Signals Processing Group
Modern electronics process signals in a linear fashion, but problems in real world scenarios are often nonlinear. In this group we are taking a new approach, using manifolds to encode geometric information about the structure of a given system. With this approach we will use advanced mathematics to create solutions to complex real world engineering problems.
Of particular interest is optimising computational algorithms to increase the speed and efficiency of calculations performed by nearly all electronics. Part of our broader vision for this work is to contribute to an understanding of the most complex and efficient nonlinear functioning computer we know, the human brain.