Profile Details

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Hire Dr. John H.

United Kingdom

USD 50 /hr

Profile Summary

I am a PhD Student in the Brain and Behaviour Lab at Imperial College London, where my research focuses on using machine learning methods to model and predict high-dimensional human motor behaviour. I study the vision-to-action relationship, to understand and predict human intention in real-time from gaze and motor behaviour, using deep convolutional neural networks (DCNNs), autoregressive models and recurrent neural networks (RNNs).

Subject Matter Expertise

• ☆ Visual Neuroscience
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Machine Learning
• ☆ Neural Networks
• ☆ Human Behavior & Psychology

Services

• Writing
• Consulting
• Data & AI
• Product Development

Work Experience

Research Assistant / Software Developer

University of Edinburgh

July 2016 - August 2017

Education

PhD in Neural Engineering/Machine Learning (Bioengineering)

Imperial College London

October 2017 - Present

Certifications

• Certification details not provided.

Publications

OTHER

William W. Abbott, J. Alex Harston, A. Aldo Faisal(2020). Linear Embodied Saliency: a Model of Full-Body Kinematics-based Visual Attention . Cold Spring Harbor Laboratory

Joshua Dacre, Matt Colligan, Julian Ammer, Julia Schiemann, Thomas Clarke, Victor Chamosa-Pino, Federico Claudi, J. Alex Harston, Constantinos Eleftheriou, Janelle M.P. Pakan, et al.(2019). Cerebellar-recipient motor thalamus drives behavioral context-specific movement initiation . Cold Spring Harbor Laboratory

JOURNAL ARTICLE

Teh, Thomas and Auepanwiriyakul, Chaiyawan and Harston, John Alexander and Faisal, A Aldo(2018). Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph-toplogies. arXiv preprint arXiv:1803.05419.