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Newcastle University

Energy-efficient microelectronics and hardware/software co-design for machine learning systems.

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Within the School of Engineering the Electrical and Electronic Engineering research activities cover a range of interests from traditional strengths in microelectronics through real world solutions for communications, sensing and signal processing and are in the top 10 in the UK for world-leading research.

Within the microelectronics group there is a focus on embedded systems, microelectronics and autonomous systems, specifically:

  • design and develop core circuits, algorithms, and microsystems with low to zero energy footprints
  • design embedded systems using microcontroller units and programmable logic
  • implementation of microelectronics into physical CMOS chips
  • mathematical and computational models and paradigms
  • fundamental physics through challenges in fabrication processes

With applications focus in medical and artificial intelligence domains.

Within the Intelligent Sensing and Communications (ISC) group the three areas of interest are:

  • Communications - including wireless, optical and underwater acoustic communications.

  • Signal Processing - including machine learning and AI, for applications in security, healthcare, environment and finance.

  • Sensor Systems - for non-destructive testing/evaluation, biomedical sensing/imaging and environment monitoring.

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