neural networks PhD Projects, Programmes & Scholarships

Biologically plausible computational models of reasoning [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics

This project aims to develop a biologically plausible computational model of how the brain processes reasoning, including deductive and ampliative reasoning. Read more

Supervisors: Dr H Kido, Dr MWA Caminada

Year round applications PhD Research Project Self-Funded PhD Students Only

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Biologically plausible computational models of reasoning

Cardiff University Cardiff School of Computer Science & Informatics

This project aims to develop a biologically plausible computational model of how the brain processes reasoning, including deductive and ampliative reasoning. Read more

Supervisors: Dr H Kido, Dr MWA Caminada

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Novel Methods for the Characterisation of Helicopter Aero-acoustics PhD

Cranfield University School of Aerospace, Transport and Manufacturing (SATM)

Cranfield University has been at the forefront of rotorcraft research for the last 13 years, having an established track record on rotorcraft modelling, performance, aero-mechanics, and aero-acoustics. Read more

Supervisor: Dr Ioannis Goulos

26 June 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Chess as a platform for inherently interpretable AI research [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics

About the Project. The way in which AI systems make decisions is often different from the approach a human takes. Thus, the operation of an AI system may be difficult to interpret and learn from, and poses the problem of user trust. Read more

Supervisors: Dr K Sidorov, Dr G Theodorakopoulos, Dr JC Camacho Collados

Year round applications PhD Research Project Self-Funded PhD Students Only

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Chess as a platform for inherently interpretable AI research

Cardiff University Cardiff School of Computer Science & Informatics

About the Project. The way in which AI systems make decisions is often different from the approach a human takes. Thus, the operation of an AI system may be difficult to interpret and learn from, and poses the problem of user trust. Read more

Supervisors: Dr K Sidorov, Dr G Theodorakopoulos, Dr JC Camacho Collados

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Using Context Interactions to Explain Safety Critical Decisions and Actions in Human-Robot Interaction

Cardiff University Cardiff School of Computer Science & Informatics

More and more we are seeing complex neural networks and large data models -sometimes referred to as foundation models- to solve issues in AI and Robotics. Read more

Supervisors: Dr C Wallbridge, Dr J Hernandez Vega, Dr N Verdezoto Dias

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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AI-enhanced Quantitative MRI for Multi-Scale Multi-Modal Neuroscience

Cardiff University Cardiff School of Computer Science & Informatics

Project description. Aims. The primary aim is to pioneer state-of-the-art machine learning methods for medical imaging that can non-invasively characterise tissue structure and function. Read more

Supervisors: Dr P Slator , Dr M Palombo, Dr C McNabb , Prof M Cercignani

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Achieving Robust Quantum Control through Deep Reinforcement Learning [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics

The success of quantum computing, simulation, and sensing applications hinges on achieving robust control over quantum systems. Read more

Supervisors: Dr F Langbein, Dr K Sidorov, Dr Y Li

Year round applications PhD Research Project Self-Funded PhD Students Only

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Achieving Robust Quantum Control through Deep Reinforcement Learning

Cardiff University Cardiff School of Computer Science & Informatics

The success of quantum computing, simulation, and sensing applications hinges on achieving robust control over quantum systems. Read more

Supervisors: Dr F Langbein, Dr K Sidorov, Dr Y Li

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Argumentative Machine Learning

Cardiff University Cardiff School of Computer Science & Informatics

Project description. AI has made significant progress in recent years and has become a part of our daily lives, for instance in the form of virtual assistants, smart homes, and advanced driver assistant systems in cars. Read more

Supervisors: Dr N Potyka, Prof S Schockaert

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Machine Learning and Domain Decomposition methods for Fluid Dynamics

Kingston University Faculty of Engineering, Computing and the Environment

Modelling of many modern applications leads to linear systems whose size is too large to allow the use of direct solvers. Thus, parallel solvers are becoming increasingly important in scientific computing. Read more

Supervisors: Dr M Bosy, Dr G Hunter

Year round applications PhD Research Project Self-Funded PhD Students Only

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AI-Enhanced Iris Recognition: Transforming Biometric Security for a Safer World

Kingston University Faculty of Engineering, Computing and the Environment

Introduction. This self-funded PhD opportunity explores the exciting intersection of AI and Iris Recognition, aiming to revolutionize biometric security for a safer world. Read more

Supervisor: Dr N Ahmadi

Year round applications PhD Research Project Self-Funded PhD Students Only

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Advancing Deep Learning (DL) Techniques for Medical Image Analysis

Kingston University Faculty of Engineering, Computing and the Environment

Introduction. . Lately, convolutional neural networks (CNNs) have demonstrated competitive performance in medical image analysis tasks, such as disease classification, tumor segmentation, and lesion detection [1]. Read more

Supervisor: Dr T Rahim

Year round applications PhD Research Project Self-Funded PhD Students Only

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Data-Driven Computational Sensing and Imaging

University of Edinburgh School of Engineering

Today's state-of-the-art imaging and sensing rely as much on computation as they do on sensor hardware. Furthermore, computational sensing and imaging is increasingly exploiting data-driven and machine learning solutions to enhance performance and develop novel hardware/software co-designed sensing systems. Read more

Supervisors: Prof M Davies, Dr J Hopgood

28 February 2025 PhD Research Project Funded PhD Project (European/UK Students Only)

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Interpretable machine learning to identify biomarkers from multi-omics data of human cancer

The University of Manchester Department of Computer Science

This project aims to address the critical field of cancer research, a leading cause of death globally. Read more

Supervisor: Dr H Zhou

Year round applications PhD Research Project Competition Funded PhD Project (Students Worldwide)

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We have 84 neural networks PhD Projects, Programmes & Scholarships

neural networks PhD Projects, Programmes & Scholarships

We have 84 neural networks PhD Projects, Programmes & Scholarships

Biologically plausible computational models of reasoning [SELF-FUNDED STUDENTS ONLY]

Biologically plausible computational models of reasoning

Novel Methods for the Characterisation of Helicopter Aero-acoustics PhD

Chess as a platform for inherently interpretable AI research [SELF-FUNDED STUDENTS ONLY]

Chess as a platform for inherently interpretable AI research

Using Context Interactions to Explain Safety Critical Decisions and Actions in Human-Robot Interaction

AI-enhanced Quantitative MRI for Multi-Scale Multi-Modal Neuroscience

Achieving Robust Quantum Control through Deep Reinforcement Learning [SELF-FUNDED STUDENTS ONLY]

Achieving Robust Quantum Control through Deep Reinforcement Learning

Argumentative Machine Learning

Machine Learning and Domain Decomposition methods for Fluid Dynamics

AI-Enhanced Iris Recognition: Transforming Biometric Security for a Safer World

Advancing Deep Learning (DL) Techniques for Medical Image Analysis

Data-Driven Computational Sensing and Imaging

Interpretable machine learning to identify biomarkers from multi-omics data of human cancer

We have 84 neural networks PhD Projects, Programmes & Scholarships

neural networks PhD Projects, Programmes & Scholarships

We have 84 neural networks PhD Projects, Programmes & Scholarships

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