College Queens' College
  • Psychology
  • Research Focus


  • Machine Learning
  • Bayesian Inference
  • fMRI
  • Functional Connectivity
  • Depression
  • Clinical Conditions

  • Depressive disorders
  • Equipment & Techniques

  • Behavioural analysis
  • Computational modelling
  • Cross-sectional and cohort studies
  • Magnetic resonance imaging (MRI)
  • Statistical analysis
  • Science Culture

  • Reproducibility in Science
  • Back

    Dr Onno Kampman

    University Position
    Visiting Scientist


    My research focuses on developing algorithms for the characterization of brain connectivity, and how brain connectivity is altered in depressed individuals. More broadly, I'm interested in computational neuroscience and using machine learning approaches for understanding the brain and human behaviour.

    Key Publications

    Properties of V1 and MT motion tuning emerge from unsupervised predictive learning

    Journal: Journal of Vision
    E-pub date: 5 Dec 2022
    Authors: K Storrs, O Kampman, R Rideaux, G Maiello, R Fleming

    Modeling the Machine Learning Multiverse

    E-pub date: 13 Jun 2022
    Authors: SJ Bell, OP Kampman, J Dodge, ND Lawrence


    Adapting a virtual agent to user personality

    Journal: Lecture Notes in Electrical Engineering
    E-pub date: 1 Jan 2019
    Authors: O Kampman, FB Siddique, Y Yang, P Fung

    Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision

    Journal: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
    E-pub date: 10 Sep 2018
    Authors: GI Winata, OP Kampman, P Fung

    Investigating audio, video, and text fusion methods for end-to-end automatic personality prediction

    Journal: ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers)
    E-pub date: 1 Jan 2018
    Authors: O Kampman, EJ Barezi, D Bertero, P Fung

    Zara returns: Improved personality induction and adaptation by an empathetic virtual agent

    Journal: ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of System Demonstrations
    E-pub date: 1 Jan 2017
    Authors: FB Siddique, O Kampman, Y Yang, A Dey, P Fung

    Nora the empathetic psychologist

    Journal: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
    E-pub date: 1 Jan 2017
    Authors: GI Winata, O Kampman, Y Yang, A Dey, P Fung