Continue with FacebookLooking to list your PhD opportunities? Log in here.
neural networks PhD Projects, Programmes & Scholarships
We have 92 neural networks PhD Projects, Programmes & Scholarships
We have 92 neural networks PhD Projects, Programmes & Scholarships
PhD saved successfully
Computational neuroscience: Statistical signal processing for multivariate neuronal data, Neural computing with Spiking neural networks.
Research Group:
Intelligent Systems and Nanoscience
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
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
Parallel-in-time and consistent training methods for solving hyperbolic PDEs via physics informed neural networks
In recent years, neural networks (NNs) have been applied in various fields of numerical modelling to learn solutions of mathematical models from data rather than by approximating equations and solving them by standard numerical methods. Read more
Development of Convolutional Neural Networks and Associated Error Estimation Techniques for Vertebral Segmentation in Axial Computed Tomography Image Slices
Osteoporosis is a common skeletal disorder that increases the risk of fractures and causes significant morbidity and mortality. Vertebral fractures (VFs) are often an early manifestation of osteoporosis but are significantly under-diagnosed in clinical practice. Read more
Graphs of Deep Networks
This project aims to develop a new approach for joint syntactical and statistical data representation modelling. Read more
SELF-FUNDING MSc BY RESEARCH PROJECT: What coordination mechanisms are used by neural networks to generate fundamental components of flexible behaviour?
The basal ganglia play a critical role in shaping behaviour. Obsessive compulsive disorder is an extreme example of how imbalanced cortico-basal ganglia network activity can lead to inflexible behaviour. Read more
High Precision Doppler Analysis with Wavelet Neural Networks
An important physical phenomenon of wave propagation feathered in most wireless communication systems is the multipath. Read more
MVLS/EPSRC - Neural Networks models to predict individual behaviour and stroke impairment from Multimodal MRI Data
Research Group:
Institute of Neuroscience and Psychology
Understanding and predicting individual complex behaviour in healthy and pathological conditions is a key goal in neuroscience and psychology. Read more
PhD studentship in Formal Methods for Safe Artificial Intelligence
The School of Computer Science at the University of Birmingham offers one PhD position in formal methods for safe artificial intelligence. Read more
PhD in Physics and Astronomy - Neuromorphic Single Photon Imaging
What could we learn if we were able to see individual photons with our eyes? Can we learn more if we can see when the photons arrive as well? Gaining access to time information from single photons can allow us to detect the distance to object (LiDAR), see through walls, fog etc. Read more
Neural Architecture Search and Analysis: Robustness and Sparsity
This project aims to study deep neural networks behaviours against clean and adversarial datasets. In addition, projects will investigate different types of attacks on deep neural networks and study the potentiality of making neural robust against these attacks. Read more
Deep learning for hydrodynamic modelling of wave to soft-structure interaction
Deep learning, and particularly neural networks, have shown great versatility towards predictive modeling across a range of problems. Read more
Last chance to apply
AI: from high energy physics to medical applications
Artificial intelligence techniques are more and more used in many fields. The Liverpool team working on the ATLAS experiment at the Large Hadron Collider (LHC) has been involved for many years in the development and performance evaluation of neural networks applied to high energy physics data analysis. Read more
Last chance to apply
(EPSRC DTP) Optimising non-invasive brain stimulation to enhance working memory.
Transcranial direct current stimulation (tDCS), the application of electrical current directly to the scalp, has been shown to improve memory in healthy adults [1]. Read more
Self-Adaptive Vehicle Tracking using Transfer Learning and Bayesian Inference within Smart Cities
This project is part of the Centre for Doctoral Training in Geospatial Systems. The successful candidate will be co-supervised by academics from within the School of Engineering at Newcastle University and work alongside our external partner Defence Science and Technology Laboratory (DSTL). Read more