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Extending a Hippocampal Model for Navigation Around a Maze Generated from Real-World Data.. Living Machines 2015: the 4th international conference in Biomimetic and Biohybrid Systems. Biomimetic and Biohybrid Systems. Springer International Publishing.:441-452.. 2015.
Action Recognition based on Hierarchical Self-Organizing Maps. . AIC 2014. International Workshop on Artificial Intelligence and Cognition. 2014.
Hierarchies of Self-Organizing Maps for Action Recognition.. Cognitive Systems Research. 27(2). 2016.
Discriminating and simulating actions with the associative self-organising map.. Connection Science. 27(2). 2015.
A Bioinspired Approach to Vision. . Towards Autonomous Robotic Systems (TAROS). :40-52.. 2016.
iCub Visual Memory Inspector: Visualising the iCub’s Thoughts.. In Living Machines V:Biomimetic and Biohybrid Systems . :48-57... 2016.
Unsupervised Learning of Complex Articulated Kinematic Structures combining Motion and Skeleton Information. CVPR.. 2015.
Visual tracking using attentionmodulated disintegration and integration.. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition . :4321-4330.. 2016.
Gaussian Process Models with Parallelization and GPU acceleration.. NIPS 2014. Workshop on Modern non-parametrics: automating the learning pipeline. 2014.
Variational Auto-encoded Deep Gaussian Processes.. International Conference on Learning Representations.. 2016.
Semi-described and semi-supervised learning with Gaussian processes.. Uncertainty in Artificial Intelligence (UAI).. 2015.
Manifold Alignment Determination. NIPS workshop on Multi-Modal Machine Learning.. 2015.
A Top-Down Approach for a Synthetic Autobiographical Memory System.. Living Machines 2015: the 4th international conference in Biomimetic and Biohybrid Systems.. Biomimetic and Biohybrid Systems. Springer International Publishing.:280-292.. 2015.
Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis. arXiv:1604.04939v1.. 2016.
Variational inference for latent variables and uncertain inputs in Gaussian processes.. Journal of Machine Learning Research. 17(42). 2016.
Dynamic Construction Grammar and Steps Towards the Narrative Construction of Meaning.. AAAI Journal (in press).. 2017.
Implications of action-oriented paradigm shifts in cognitive science.. The Pragmatic Turn in Cognitive Science... 2016.
Machines Learning-Towards a New Synthetic Autobiographical Memory.. In Biomimetic and Biohybrid Systems . 8608. 2014.
Markerless Perspective Taking for Humanoid Robots in Unconstrained Environments. IEEE International Conference on Robotics and Automation. in press. 2016.
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Personalised assistive dressing by humanoid robots using multi-modal information. . IEEE International Conference on Robot. Workshop on Human-Robot Interfaces for Enhanced Physical Interactions. 2016.
User Modelling for Personalised Dressing Assistance by Humanoid Robots.. IEEE/RSJ International Conference on Intelligent Robots and Systems. .. 2015.
Action Recognition Online with Hierarchical Self-Organizing Maps. . Proceedings of the International Workshop on Human Tracking and Behaviour Analysis - HTBA2016.. 2016.
Hierarchical Self-Organizing Maps System for Action Classification. ICAART 2017-International Conference on Agents and Artificial Intelligence . :1-8.. 2017.