Machine Learning has had several excitements over the years with machines that are modelled on the human brain. The invention of the perceptron and artificial neural networks were followed by intense scientific activity and excitement, then by disappointment at a number of unappreciated deficiencies. The latest craze are deep neural networks.
In this lecture, we will explore how deep learning works, what it can do and if neural networks are a modern miracle or yet another false dawn.
Richard Harvey is IT Livery Company Professor of Information Technology at Gresham College and Professor at the School of Computing Sciences at the University of East Anglia.
He also holds several posts in the Vice-Chancellor's Office at University of East Anglia, including Academic Director for Admissions and Academic Director of Internationalisation. Before joining UEA in 1993, Professor Harvey was a mathematician at first Plessey Naval Systems and then Marconi Underwater Systems.
Professor Harvey holds a PhD in the application of statistical estimation theory to the passive synthetic aperture problem. In his early career, he focused on problems in signal processing, acoustics and vibration.
His research now focuses on artificial intelligence and computer vision. Recently he has been working in the field of artificial lip-reading which fascinates him because of the scientific challenge and allows him to debunk false claims and misunderstandings.
He routinely speaks at schools and conferences around the country both on technical topics related to Computer Science but also on matters relating to admissions policy and widening participation.
Professor Harvey has also acted as a consultant for international companies and as Executive and Non-Executive Director for several spin-outs and start-ups.
As the IT Livery Company Professor of Information Technology at Gresham College he will be delivering his first lecture series in 2018-19.