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We have 81 neural networks PhD Projects, Programmes & Scholarships

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neural networks PhD Projects, Programmes & Scholarships

We have 81 neural networks PhD Projects, Programmes & Scholarships

Computational neuroscience: Statistical signal processing for multivariate neuronal data, Neural computing with Spiking neural networks.

  Research Group: Healthcare Engineering
How does the human brain work? As you read this text, the pixels on your screen are converted into a series of spike trains passing along the neural pathways in your brain, allowing you to understand the content. Read more

Intelligent and Efficient Testing and Verification of Deep Neural Networks

About the Project. Deep Neural Networks (DNNs) have demonstrated human-level capabilities in several challenging machine learning tasks including image classification, natural language processing and speech recognition. Read more

Neural Networks for Complex Dynamical Systems

Details. Dynamical systems are often solved/integrated by a suitable numerical discretisation method in such a way that certain properties of the underlying systems will be preserved. Read more

Photo-chemical adaptive integrated circuits for next generation neuromorphic computing

Neuromorphic computing, i.e., an approach to information processing inspired in basic morphology and working principles of the brain, is a rapidly growing area of research due to the availability of high-speed hardware and need for artificial intelligence (AI) systems across a wide range of applications. Read more

Building the next Generation of Smart Grid Infrastructures

Building the future of Smart Grid infrastructures involves leveraging advanced technologies and integrating renewable energy sources, enhancing grid resilience, improving efficiency, and implementing intelligent monitoring and control systems. Read more

Less Is More! We Build Efficient Foundation AI Models With Fewer Parameters!

These projects are open to students worldwide, but have no funding attached. Therefore, the successful applicant will be expected to fund tuition fees at the relevant level (home or international) and any applicable additional research costs. Read more

DDSP in Procedural Audio Sound Effects

This aim of this research is to improve the audio quality of synthesized procedural audio sound effects, optimising parameters through the use of differential digital signal processing (DDSP) techniques. Read more

Towards Machine Understanding of Human Languages: AI for Storytelling Across Languages.

In the realm of AI and computer science, disciplines such as Natural Language Processing (NLP), Human-Computer Interaction (HCI), and AI-centric Language Models are critical for fostering communication and collaboration between humans and machines in the future. Read more

Enhancing Text Mining through Advanced AI and Machine Learning Techniques for Knowledge Discovery

Applications are invited for a self-funded, 3 year full-time or 6 year part-time PhD project. The PhD will be based in the School of Computing and will be supervised by Dr Alaa Mohasseb. Read more

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