neural networks PhD Research Projects PhD Projects, Programmes & Scholarships

We have 82 neural networks PhD Research Projects PhD Projects, Programmes & Scholarships

Autonomous Drone Surveys and Convolutional Neural Networks for Bridge Maintenance: A Predictive Approach Using Finite Element Analysis

Brunel University London Civil Engineering

Objective. The primary objective of this research is to develop a comprehensive framework for bridge maintenance that integrates autonomous drone surveys, convolutional neural networks (CNNs), and Finite Element analysis. Read more

Supervisors: Dr M Rustell , Dr E Bertolesi

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

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

University of York School of Physics, Engineering and Technology

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

Supervisor: Dr D Halliday

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

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Deep Learning for Process Control and Predictive Capability for Laser Machining

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team: Ben Mills, James Grant-Jacob. Project description. Advances in lasers now allow the laser-based processing of almost any material. Read more

Supervisor: Dr B Mills

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

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Using physics-informed neural networks and data assimilation to predict and improve urban air quality

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Sean Symon and Christina Vanderwel. Project description. Read more

Supervisor: Dr S Symon

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

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Intelligent and Efficient Testing and Verification of Deep Neural Networks

University of York Department of Computer Science

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

Supervisor: Dr S Gerasimou

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

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Neural Networks for Complex Dynamical Systems

University of Birmingham School of Mathematics

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

Supervisor: Dr X Shang

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

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Photo-chemical adaptive integrated circuits for next generation neuromorphic computing

University of Strathclyde Institute of Photonics

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

Supervisors: Prof M Strain, Dr J Porte-Parera

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

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Building the next Generation of Smart Grid Infrastructures

Edinburgh Napier University School of Computing, Engineering & the Built Environment

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

Supervisor: Dr C Chrysoulas

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

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Fully funded PhD position opening in the Intelligent Systems and Networks Group

Imperial College London Department of Electrical and Electronic Engineering

We are seeking a PhD candidate to join us at Imperial College London. Read more

Supervisors: Dr D Akarca, Prof D Goodman

31 May 2024 PhD Research Project Funded PhD Project (UK Students Only)

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

Aberdeen University School of Natural and Computing Sciences

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

Supervisor: Dr Y Lu

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

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DDSP in Procedural Audio Sound Effects

Edinburgh Napier University School of Computing, Engineering & the Built Environment

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

Supervisors: Dr RS Selfridge, Dr CG Goddard

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

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Develop a machine learning approach to multimodal imaging

University of Sheffield Department of Physics and Astronomy

The emergence of antimicrobial resistance (AMR) threatens to undo the advances of modern medicine, making commonplace interventions like major surgery or cancer chemotherapy effectively impossible. Read more

Supervisors: Dr A Cadby, Dr J King

Year round applications PhD Research Project Competition Funded PhD Project (UK Students Only)

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Doctor of Engineering (EngD) - Ophthalmic imaging with time and spectral resolution (Occuity Ltd and University of Strathclyde)

Heriot-Watt University School of Engineering & Physical Sciences

Research Group: CDT in Applied Photonics

The project aims to develop a data processing analysis pipeline for retinal imaging ophthalmoscopes with spectral and time-resolved measurement capabilities, to detect signatures of severe diseases from ophthalmic data. Read more

Supervisors: Prof D Reid, Dr D Li

31 May 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Advanced Robotics and Computer Vision: SROBO - An intelligent mobile ground robot proficient at autonomously navigating unstructured terrains using image segmentation and object classification

Anglia Ruskin University ARU School of Engineering and the Built Environment

Proposed supervisory team. Dr Shabnam Sadeghi Esfahlani. Prof Hassan Shirvani. Alireza Sanaei. Theme. AI, Robotics and Automation. Read more

Supervisor: Dr S Sadeghi-Esfahlani

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

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Multi-Modal Anomaly Detection in Human Behavior using Deep Learning and large Language Models

Loughborough University Department of Computer Science

Objective. The aim of this research project is to develop a comprehensive system for detecting anomalies in human behavior by leveraging both visual and textual data. Read more

Supervisor: Prof B Li

1 October 2024 PhD Research Project Self-Funded PhD Students Only

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We have 82 neural networks PhD Research Projects PhD Projects, Programmes & Scholarships

neural networks PhD Research Projects PhD Projects, Programmes & Scholarships

We have 82 neural networks PhD Research Projects PhD Projects, Programmes & Scholarships

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