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deep learning PhD Projects, Programs & Scholarships

We have 129 deep learning PhD Projects, Programs & Scholarships

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  PhD Industrial CASE studentship - Deep Learning for Face Image Analytics - Development of strategies for extracting facial attribute knowledge from deep learning architectures on image data
  Dr J Bacardit
Applications accepted all year round
Number of awards. 1. Start date and duration. Academic year 2018/2019 for 4 years. Application closing date. We would like to keep this advert open until a suitable candidate has been identified.
  PhD Studentship in Deep Learning for Signal Processing and Wireless Communications
  Dr Z Qin
Application Deadline: 14 April 2019
Applications are invited for a full PhD studentship starting in about August 2019 to undertake research on deep learning for signal processing and wireless communications.
  Deep Learning on FPGAs: using FPGAs to accelerate deep learning algorithms
  Dr H Ji
Applications accepted all year round
Reference Number. HJ-2018-1-PhD. Project Summary. Deep learning algorithms use extremely large data sets thus are computational extensive.
  Fast Bayesian Deep Learning (EPSRC CDT in Distributed Algorithms)
  Prof S Maskell, Prof V Alexandrov
Application Deadline: 29 March 2019
This studentship has been developed by the University of Liverpool in partnership with GCHQ. Over recent years, Deep Learning has been demonstrated to offer impressive performance across a range of application domains.
  Scalable model agnostic GPU framework for Bayesian Deep Learning and Bayesian optimization (EPSRC CDT in Distributed Algorithms)
  Dr E Patelli, Dr J Castagna
Application Deadline: 29 March 2019
This studentship has been developed by the University of Liverpool and STFC’s Hartree centre in partnership with Rolls Royce. This project will develop Bayesian Deep Learning algorithms using sparse and large datasets.
  Deep learning for well-being assessment using wearable data - PhD
  Dr R Paulin
Application Deadline: 30 April 2019
Summary. Photoplethysmography (PPG) is widely used in wearables to record heart activity.
  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.
  College of Engineering Centenary PhD Scholarship: New Generation of Real-Time Response Models Based on Deep Learning
  Dr D Xiao
Application Deadline: 30 July 2019
Subject areas. Engineering. Project description. Complex large-scale dynamical system often has a vast number of degrees of freedom.
  Biologically Inspired Deep Learning for Speech Information Processing
  Dr K Chen
Applications accepted all year round
Deep learning is a machine learning methodology via using hierarchical architectures of many layers to learn abstractive yet informative representations from raw data.
  Information Component Analysis via Deep Learning
  Dr K Chen
Applications accepted all year round
As their prominent characteristics, perceptual data often convey the mixing information, which often results in the inadequate performance for a specific perceptual information processing task due to the interference of irrelevant information components.
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