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iCub Visual Memory Inspector: Visualising the iCub’s Thoughts

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Biomimetic and Biohybrid Systems (Living Machines 2016)

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Abstract

This paper describes the integration of multiple sensory recognition models created by a Synthetic Autobiographical Memory into a structured system. This structured system provides high level control of the overall architecture and interfaces with an iCub simulator based in Unity which provides a virtual space for the display of recollected events.

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References

  1. Evans, M.H., Fox, C.W., Prescott, T.J.: Machines Learning - Towards a New Synthetic Autobiographical Memory. In: Duff, A., Lepora, N.F., Mura, A., Prescott, T.J., Verschure, P.F.M.J. (eds.) Living Machines 2014. LNCS, vol. 8608, pp. 84–96. Springer, Heidelberg (2014)

    Google Scholar 

  2. Damianou, A., Ek, C.H., Boorman, L., Lawrence, N.D., Prescott, T.J.: A Top-Down Approach for a Synthetic Autobiographical Memory System. In: Wilson, S.P., Verschure, P.F.M.J., Mura, A., Prescott, T.J. (eds.) Living Machines 2015. LNCS, vol. 9222, pp. 280–292. Springer, Heidelberg (2015)

    Chapter  Google Scholar 

  3. Damianou, A., Lawrence, N.: Deep gaussian processes. In: Carvalho, C., Ravikumar, P. (eds.) Proceedings of the Sixteenth International Workshop on Artificial Intelligence and Statistics (AISTATS). AISTATS 2013, JMLR W&CP, vol. 31, pp. 207–215 (2013)

    Google Scholar 

  4. Damianou, A.: Deep gaussian processes and variational propagation of uncertainty. PhD thesis, University of Sheffield (2015)

    Google Scholar 

  5. IIT: iCub: an open source cognitive humanoid robotic platform. http://www.icub.org/. Accessed 1 Mar 2016

  6. Gelbard-Sagiv, H., Mukamel, R., Harel, M., Malach, R., Fried, I.: Internally generated reactivation of single neurons in human hippocampus during free recall. Science 322(5898), 96–101 (2008)

    Article  Google Scholar 

  7. Martinez-Hernandez, U., Boorman, L., Damianou, A., Prescott, T.: Cognitive architecture for robot perception and learning based on human-robot interaction

    Google Scholar 

  8. Viola, P., Jones, M.J.: Robust real-time face detection. Int. J. Comput. Vis. 57(2), 137–154 (2004)

    Article  Google Scholar 

  9. Baltrusaitis, T., Robinson, P., Morency, L.P.: Constrained local neural fields for robust facial landmark detection in the wild. In: Proceedings of the IEEE International Conference on Computer Vision Workshops, pp. 354–361 (2013)

    Google Scholar 

  10. Zheng, F., Zhang, G., Song, Z.: Comparison of different implementations of MFCC. J. Comput. Sci. Technol. 16(6), 582–589 (2001)

    Article  MATH  Google Scholar 

  11. Loweimi, E., Doulaty, M., Barker, J., Hain, T.: Long-Term Statistical Feature Extraction from Speech Signal and Its Application in Emotion Recognition. In: Dediu, A.-H., Martın-Vide, C., Vicsi, K. (eds.) SLSP 2015. LNCS, vol. 9449, pp. 173–184. Springer, Heidelberg (2015). doi:10.1007/978-3-319-25789-1_17

    Chapter  Google Scholar 

  12. YARP: Yet another robot platform. http://wiki.icub.org/yarpdoc/. Accessed 10 Feb 2016

  13. Unity Technologies: Unity 5.2.2. https://unity3d.com/. Accessed 1 Mar 2016

  14. Copelia Robotics: V-rep. http://www.coppeliarobotics.com/index.html. Accessed 1 Mar 2016

  15. Cyberbotics Ltd.: Webots. https://www.cyberbotics.com/overview. Accessed 1 Mar 2016

  16. Open Source Robotics Foundation: Gazebo. http://gazebosim.org/. Accessed 1 Mar 2016

  17. Swig: Swig. http://www.swig.org/. Accessed 1 Mar 2016

  18. Hinaut, X., Twiefel, J., Petit, M., Bron, F., Dominey, P., Wermter, S.: A recurrent neural network for multiple language acquisition: Starting with english and french

    Google Scholar 

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Correspondence to Daniel Camilleri .

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Camilleri, D., Damianou, A., Jackson, H., Lawrence, N., Prescott, T. (2016). iCub Visual Memory Inspector: Visualising the iCub’s Thoughts. In: Lepora, N., Mura, A., Mangan, M., Verschure, P., Desmulliez, M., Prescott, T. (eds) Biomimetic and Biohybrid Systems. Living Machines 2016. Lecture Notes in Computer Science(), vol 9793. Springer, Cham. https://doi.org/10.1007/978-3-319-42417-0_5

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  • DOI: https://doi.org/10.1007/978-3-319-42417-0_5

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-42416-3

  • Online ISBN: 978-3-319-42417-0

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