Brian Gardner
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Brian Gardner Email & Phone Number

Research Fellow at University of Surrey
Location: Godalming, England, United Kingdom 6 work roles 2 schools
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Research Fellow
Location
Godalming, England, United Kingdom
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Brian Gardner is listed as Research Fellow at University of Surrey, a with 5387 employees, based in Godalming, England, United Kingdom. AeroLeads shows a matched LinkedIn profile for Brian Gardner.

Brian Gardner previously worked as Senior Developer at Applied Agi Limited and PhD Student at University Of Surrey. Brian Gardner holds Doctor Of Philosophy (Phd), Computer Science from University Of Surrey.

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University of Surrey

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About Brian Gardner

With over six years of experience as a scientific researcher, I have expertise in machine learning, algorithm development, theoretical neuroscience, and computational biology. I have contributed to several cross-disciplinary projects, including formulating novel learning algorithms for spiking neural networks (SNNs), applied computer vision using SNNs, event-based computing on neuromorphic devices, and automated healthcare diagnostics.Currently, I am a Research Fellow in AI at the University of Surrey, where I apply natural language processing and large language models to automate data extraction from the scientific literature for systematic review work. The objective of my research is to accelerate the process of literature analysis to address novel research questions in the areas of healthcare and disease transmission. I am passionate about artificial intelligence and applying it to solve real-world problems. I am proficient in Python and software development, and follow best practices and coding standards. I am self-motivated, independent, and eager to learn new skills and tackle new challenges.

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University of Surrey
University Of Surrey
Research Fellow
Godalming, GB
Website
Employees
5387
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6 roles

Brian Gardner work experience

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Research Fellow

Guildford, England, United Kingdom

Research Fellow in AI, specialising in applying NLP and LLMs to automate data extraction from the scientific literature for systematic review work. The objective of my research is to accelerate the process of literature analysis to address novel research questions in the areas of healthcare and disease transmission.

Senior Developer

London, England, United Kingdom

Applied Computer Vision Scientist. This role involved applied research into hierarchical spiking neural network (SNN) architectures for solving computer vision tasks via event-based computing. I developed an unsupervised learning algorithm with robust object detection capabilities and performed the associated data analysis. My team was responsible for the development of a novel SNN framework: including the simulator, trainer and hyper-parameter optimiser integrated with Ray for distributed computing. This research is nature inspired by the primate visual system, and involved close collaborations with the Oxford Centre for Theoretical Neuroscience and Artificial Intelligence at the University of Oxford.

May 2022 - Apr 2023

Research Fellow

Guildford, United Kingdom

Research Fellow in machine learning and modelling, working as part of the School of Veterinary Medicine. My main research focus involves modelling the dynamics of microbial communities within the gut microbiome using biologically-inspired, mechanistic models. Other responsibilities include implementing machine learning methods for the prediction and detection of antimicrobial resistance in bacteria.

May 2020 - May 2022

Research Fellow

Guildford, United Kingdom

Cross-disciplinary research in the areas of theoretical neuroscience and machine learning - studying bio-inspired learning algorithms for spiking neural networks.This research is funded by the European Union's 'Human Brain Project'.

May 2015 - Dec 2019

Phd Student

Guildford, United Kingdom

Research on the theoretical aspects of spiking neural networks in relation to neural information processing.

Oct 2011 - Dec 2015
2 education records

Brian Gardner education

Doctor Of Philosophy (Phd), Computer Science

University Of Surrey

Theoretical investigation of spiking neural networks. Thesis title: Learning spatio-temporally encoded pattern transformations.

Mphys Physics, First

University Of Exeter

Specialism in Biological Physics. Master thesis title: Measuring the viscoelasticity of the endothelial glycocalyx via particle tracking.

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What company does Brian Gardner work for?

Brian Gardner works for University of Surrey.

What is Brian Gardner's role at University of Surrey?

Brian Gardner is listed as Research Fellow at University of Surrey.

Where is Brian Gardner based?

Brian Gardner is based in Godalming, England, United Kingdom while working with University of Surrey.

What companies has Brian Gardner worked for?

Brian Gardner has worked for University Of Surrey and Applied Agi Limited.

How can I contact Brian Gardner?

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What schools did Brian Gardner attend?

Brian Gardner holds Doctor Of Philosophy (Phd), Computer Science from University Of Surrey.

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