We have 83 neural networks PhD Projects, Programmes & Scholarships

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

More Details

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

More Details

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)

More Details

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)

More Details

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

More Details

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)

More Details

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)

More Details

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

More Details

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)

More Details

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

More Details

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

More Details

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)

More Details

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)

More Details

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

More Details

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

More Details

Machine Learning and Deep Learning for Advanced Medical Imaging and Diagnostics

Loughborough University Department of Computer Science

The goal of this Ph.D. project is to leverage machine learning and deep learning techniques to enhance medical image analysis, disease diagnostics, and prognostics. Read more

Supervisor: Prof B Li

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

More Details

Model-predictive control of brain plasticity for optimal non-invasive brain stimulation

The University of Manchester Faculty of Biology, Medicine and Health

Neuroplasticity is the mechanism that underpins the brain’s ability to learn or recovery from traumatic events, but also its deterioration underlies several Neurodegenerative diseases and mental illnesses. Read more

Supervisors: Dr N Trujillo-Barreto, Dr C Lea-Carnall

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

More Details

Detection and prevention of ransomware attacks targeting IIoT (Industrial Internet of Things) devices and networks

Anglia Ruskin University ARU School of Computing and Information Science

Research Group: Cyber Security and Networking Research Group

Research Group. Cyber Security and Networking Research Group. Proposed supervisory team. Dr Hossein Abroshan. Dr Erika Sanchez-Velazquez. Read more

Supervisors: Dr H Abroshan, Dr E Sanchez-Velazquez

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

More Details

Novel Generative Adversarial Networks for Rapid Engineering Design

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team: Dr. David Toal. Project description. Conditional Generative Adversarial Networks (cGANs) have gained notoriety in the media for their ability to create so-called “deep fakes” but their power can also be harnessed to provide predictions of optimal engineering designs. Read more

Supervisor: Dr D Toal

31 August 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

More Details

Building a Visual World: How the Brain Uses Statistical Representations

Monash University Department of Electrical and Computer Systems Engineering

Artificial neural networks, and the brains that inspired them, operate on information distributed across many nodes. This distributed information is sometimes called a representation. Read more

Supervisor: Dr E Zavitz

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

More Details

3D printing spinal cords

University of Reading Department of Biomedical Engineering

Project Overview. This project offers an exciting opportunity to use hydrogels and 3D printing to engineer a segment of the spinal cord, which could be further developed into a transplant for patients with spinal cord injury (SCI). Read more

Supervisor: Dr E Delivopoulos

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

More Details

Building a Visual World - How The Brain Creates Statistical Representations

Monash University Department of Electrical and Computer Systems Engineering

Artificial neural networks, and the brains that inspired them, operate on information distributed across many nodes. This distributed information is sometimes called a representation. Read more

Supervisor: Dr E Zavitz

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

More Details

Neuronal control of appetite: investigating the role of the extracellular matrix in controlling neuronal activity in the hypothalamus

University of Bradford Faculty of Life Sciences

Research Group: Chemistry and Biosciences

Appetite regulation is complex, and its dysregulation has serious implications for health, being observed in multiple conditions e.g., obesity, anorexia, and type 2 diabetes. Read more

Supervisors: Dr SM Dickens, Dr G Helfer

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

More Details

Neuromorphic photonic-electronic integrated circuits for fast and efficient SPIKE-based information PROcessing (SPIKEPRO)

University of Strathclyde Institute of Photonics

The human brain is exceptional at performing highly complex tasks fast and efficiently. Hence, neuromorphic (brain-like) information processing is receiving increasing research interest for use in novel computing and Artificial Intelligence (AI) hardware. Read more

Supervisors: Dr A Hurtado, Dr J Porte-Parera

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

More Details

Learning for Control: Enabling Efficient Networked Autonomous Systems

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team: Konstantinos Gatsis . Project description. There is an ongoing transformation in engineering autonomous systems that aim to achieve complex objectives with limited human intervention in applications such as robotics, self-driving cars, and industrial systems. Read more

Supervisor: Dr K Gatsis

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

More Details

Advanced fibre laser sources and concepts for coherent beam combination

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Johan Nilsson, Ben Mills. Project description. “Smart” phased-array lasers based on computer-controlled coherently combined optical fibre amplifiers promise to revolutionise materials processing and other important laser applications. Read more

Supervisor: Prof J Nilsson

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

More Details

Machine Learning models for subgrid scales in turbulent reacting flows

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team: Temistocle Grenga, Ed Richardson. Project description. Read more

Supervisor: Dr T Grenga

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

More Details

Image-based Recognition of Unidentified Featured Objects (UFOs)

Kingston University Faculty of Engineering, Computing and the Environment

With the development of deep learning approaches and convolutional neural networks (CNN) in particular, the task of recognising objects from an image has become associated with the ability to train a network using a large number of labelled images for each class of interest [He2016]. Read more

Supervisor: Prof JC Nebel

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

More Details

Machine Learning for Multi-Messenger Astronomy with Gravitational Waves

Cardiff University Cardiff School of Physics and Astronomy

Gravitational waves (GWs) are produced by some of the most violent events in the Universe, such as the mergers of black holes and the explosive deaths of massive stars. Read more

Supervisors: Prof P Sutton, Dr V Raymond, Prof S Fairhurst

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

More Details

Application of machine learning algorithms to medical images and clinical/DNA data

The University of Manchester Department of Electronic and Electrical Engineering

This project will develop an automated classifier or the estimation of prognosis of the illness using medical images of the human body, clinical data, and gene information. Read more

Supervisor: Dr F Costen

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

More Details

We have 83 neural networks PhD Projects, Programmes & Scholarships

neural networks PhD Projects, Programmes & Scholarships

We have 83 neural networks PhD Projects, Programmes & Scholarships

Select your nearest city

Do you want hassle-free information and advice?