Publications

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[ Author(Desc)] Title Type Year
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B
Balkenius C., Gärdenfors P.  2016.  Spaces in the brain: From neurons to meanings. . Frontiers in Psychology . 7(1820)
Boorman L.W, Damianou A.C, Martinez-Hernandez U., Prescott T.J &.  2015.  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.
Buonamente M., Dindo H., Johnsson M.&.  2016.  Hierarchies of Self-Organizing Maps for Action Recognition.. Cognitive Systems Research. 27(2)
Buonamente M., Dindo H., Johnsson M.&.  2015.  Discriminating and simulating actions with the associative self-organising map.. Connection Science. 27(2)
Buonamente M., Dindo H., Johnsson M..  2014.  Action Recognition based on Hierarchical Self-Organizing Maps. . AIC 2014. International Workshop on Artificial Intelligence and Cognition
D
Dai Z., Damianou A., Gonzalez J., Lawrence N..  2016.  Variational Auto-encoded Deep Gaussian Processes.. International Conference on Learning Representations.
Dai Z., Damianou A., Hensman J., Lawrence N..  2014.  Gaussian Process Models with Parallelization and GPU acceleration.. NIPS 2014. Workshop on Modern non-parametrics: automating the learning pipeline
Damianou A., Lawrence N., Eck C.H.  2016.  Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis. arXiv:1604.04939v1.
Damianou A., Ek C.H, Boorman L., Lawrence N.D, Prescott T.J &.  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.
Damianou A.C, Titsias M.K, Lawrence N.D.  2016.  Variational inference for latent variables and uncertain inputs in Gaussian processes.. Journal of Machine Learning Research. 17(42)
Damianou A., Lawrence N.D &.  2015.  Semi-described and semi-supervised learning with Gaussian processes.. Uncertainty in Artificial Intelligence (UAI).
Damianou A., Lawrence N.D, Ek C.H.  2015.  Manifold Alignment Determination. NIPS workshop on Multi-Modal Machine Learning.
Dominey PF, Prescott TJ., al. et.  2016.  Implications of action-oriented paradigm shifts in cognitive science.. The Pragmatic Turn in Cognitive Science..
Dominey PF., Mealier A-L., Pointeau G., Mirliaz S., Finlayson M..  2017.  Dynamic Construction Grammar and Steps Towards the Narrative Construction of Meaning.. AAAI Journal (in press).
F
Fischer T., Demiris Y.  2016.  Markerless Perspective Taking for Humanoid Robots in Unconstrained Environments. IEEE International Conference on Robotics and Automation. in press
G
Gao Y., Chang H.J, Demiris Y.&.  2015.  User Modelling for Personalised Dressing Assistance by Humanoid Robots.. IEEE/RSJ International Conference on Intelligent Robots and Systems. .
Gao Y., Chang H.J, Demiris Y..  2016.  Iterative path optimisation for personalised dressing assistance using vision and force information. . In Intelligent Robots and Systems (IROS), I. EEE/RSJ International Conference:4398-4403.
Gao Y., Chang H.J, Demiris Y..  2016.  Personalised assistive dressing by humanoid robots using multi-modal information. . IEEE International Conference on Robot. Workshop on Human-Robot Interfaces for Enhanced Physical Interactions
Gharaee Z., Gärdenfors P., Johnsson M..  2017.  Hierarchical Self-Organizing Maps System for Action Classification. ICAART 2017-International Conference on Agents and Artificial Intelligence . :1-8.
Gharaee Z., Gärdenfors P., Johnsson M..  2016.  Action Recognition Online with Hierarchical Self-Organizing Maps. . Proceedings of the International Workshop on Human Tracking and Behaviour Analysis - HTBA2016.

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