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neural network PhD Projects, Programmes & Scholarships

We have 58 neural network PhD Projects, Programmes & Scholarships

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We have 58 neural network PhD Projects, Programmes & Scholarships

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Radar signal processing based on neural network sequence model

Intelligent transportation and intelligent driving represent the current major trends in the development of the transportation industry, while environmental perception is the key core technology of transportation intelligence and is also a hot area of long-term academic research. Read more

Wide-band antenna design based on machine learning

With the rapid development of modern wireless communication and radar technologies, as one of the most important components of the radio frequency front end, the structure and design of antennas and arrays are becoming more and more complex, which brings increasing computational burdens. Read more

Discovering the fundaments about why neural networks are so smart

Intelligence is one of the pillars that allows some animals to live so complex lives. Scientific approaches recently proposed have been capable of simulating networked systems that reproduce similar emergent manifestations of behavior as those observed in the brain. Read more

EPSRC ICASE with Leonardo UK: Spiking Neural Network Processing for Infra-red Event Driven Cameras

The aim of this PhD studentship is to research the combination of an infrared event-driven camera (EDC) with data processing algorithms based on neuromorphic (NM) processing and Spiking Neural Networks (SNN), addressing EPSRC’s mission inspired challenges for AI, Digitisation & Data. Read more

Using machine learning to improve protein atomic model validation

Proteins are a key family of biomolecules that are at the centre of most physiological processes in living beings. As their function is based on their structure, getting an atomic structure of a protein will allow us to understand it. Read more

Scalable continuous Machine Learning for non-Stationary Systems

Nonlinear time series prediction attracts researchers from many different disciplines such as engineering systems condition monitoring and control, financial markets prediction and energy management, etc. Read more

DPhil in Computational Discovery

The DPhil in Computational Discovery is a multidisciplinary programme spanning projects in Advanced Molecular Simulations, Machine Learning and Quantum Computing to develop new tools and methodologies for life sciences discovery. Read more

A computational framework of associative learning and memory formation

  Research Group: School of Computing
When a musician plays piano, she needs to recall a sequence of notes. Neuroscientists seek to understand how brain activity gives rise to a timed sequence of events, as a result of associative learning and memory formation. Read more

Self-powered health monitoring of railway infrastructure Industrially sponsored by NetworkRail

The ambition of the project is to produce a self-charging sensor that monitor the structural health of a railway points and report changes to the health of the points in real time. Read more

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