The Centre for High-Throughput Digital Electronics and Embedded Machine Learning (DE-ML) is a multidisciplinary collaboration of staff, with a unique combination of expertise, from the Faculties of Engineering, Medicine and Natural Sciences, along with outside partners.

The centre is focused on algorithm expertise in programming and dataflow applications for high-throughput custom computing systems. It will host researchers studying the development and deployment of hardware, software and firmware.

Our principal objectives are:

  • Application of machine learning techniques on FPGA and other platforms (“ML on chip”), within both the scientific and commercial sectors.
  • Development of postgraduate training in the associated firmware and machine learning techniques