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neural network PhD Projects, Programs & Scholarships

We have 50 neural network PhD Projects, Programs & Scholarships

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  Stable deep neural network architectures
  Research Group: Complex Systems and Networks
  Dr M Benning
Applications accepted all year round
The School of Mathematical Sciences of Queen Mary University of London invite applications for a PhD project commencing either in September 2019 for students seeking funding, or at any point in the academic year for self-funded students.
  Developing a new learning algorithm for biologically inspired spiking neural networks
  Dr A Taherkhani, Prof TM McGinnity, Dr G Cosma
Applications accepted all year round
The brain’s processing ability to solve complex problems has inspired many researchers to investigate how the brain processes information, reasons and its learning mechanisms.
  PhD studentship - Neural network analysis of quantum processes
  Prof I Kuprov
Application Deadline: 31 October 2019
Start date. End of September 2019. Earlier this year, the Spin Dynamics group at the University of Southampton created a family of neural networks that recovered molecular distance distributions from magnetic spectroscopy data (DOI.
  The mathematics behind the smartness of neural networks
  Dr M S Baptista
Applications accepted all year round
Intelligence is one of the pillars that allows animals to master their environment. Scientific approaches recently proposed have been capable of simulating networked systems that reproduce similar emergent manifestations of behavior as those observed in the brain.
  Deep neural network for photographing in the dark (GONGH2U19SF)
  Dr H Gong, Prof G D Finlayson
Application Deadline: 31 May 2019
Have you ever struggled in taking a good photo in low light? Despite of the dramatic improvements in camera sensors, imaging in darkness is still challenging because in many conditions, there is simply too little light on the scene and the imaging sensors are sensitive to noise in these conditions.
  Dynamics of a minimal neuronal network with multisynaptic dendrites
  Dr J Liu, Dr V Marra
Application Deadline: 5 May 2019
Neurons are morphologically very complex cells with large arborisations that can extend for several millimetres. Communication between neurons relies on action potential driven release of neurotransmitter at specialised sites called synapses.
  Spintronics-based Neuromorphic Computing for Deep Learning
  Dr C Moutafis
Applications accepted all year round
This project aims to propose new models for neuromorphic computing based on promising spin electronics (spintronics) technologies (i.e.
  Deep Learning / Bioinformatics Approach for Protein-Protein Interaction Prediction
  Dr JC Nebel
Applications accepted all year round
Since most molecular processes rely on protein–protein interactions PPIs), knowledge of those interactions is extremely valuable for biomedical research and drug design.
  Computational Modelling of Biological Visual Processing Utilising MEA Electrode Arrays
  Prof TM McGinnity
Applications accepted all year round
Over 60 million people worldwide are blind and this number is rising as the global population ages. There are a number of major eye diseases, many of them associated with the retina and in addition many chronic diseases have manifestations in the eye.
  Gene Regulatory Networks in Development and Disease: Focusing on systems level “big picture” approaches to understand gene regulation and build gene regulatory networks during development and disease in zebrafish, chick, lamprey and human models.
  Dr T Sauka-Spengler
Application Deadline: 26 July 2019
Focusing on systems level “big picture” approaches to understand gene regulation and build gene regulatory networks during development and disease in zebrafish, chick, lamprey and human models.
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