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.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
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)
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)
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)
Damianou, A.: Deep gaussian processes and variational propagation of uncertainty. PhD thesis, University of Sheffield (2015)
IIT: iCub: an open source cognitive humanoid robotic platform. http://www.icub.org/. Accessed 1 Mar 2016
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)
Martinez-Hernandez, U., Boorman, L., Damianou, A., Prescott, T.: Cognitive architecture for robot perception and learning based on human-robot interaction
Viola, P., Jones, M.J.: Robust real-time face detection. Int. J. Comput. Vis. 57(2), 137–154 (2004)
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)
Zheng, F., Zhang, G., Song, Z.: Comparison of different implementations of MFCC. J. Comput. Sci. Technol. 16(6), 582–589 (2001)
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
YARP: Yet another robot platform. http://wiki.icub.org/yarpdoc/. Accessed 10 Feb 2016
Unity Technologies: Unity 5.2.2. https://unity3d.com/. Accessed 1 Mar 2016
Copelia Robotics: V-rep. http://www.coppeliarobotics.com/index.html. Accessed 1 Mar 2016
Cyberbotics Ltd.: Webots. https://www.cyberbotics.com/overview. Accessed 1 Mar 2016
Open Source Robotics Foundation: Gazebo. http://gazebosim.org/. Accessed 1 Mar 2016
Swig: Swig. http://www.swig.org/. Accessed 1 Mar 2016
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
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
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
Download citation
DOI: https://doi.org/10.1007/978-3-319-42417-0_5
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-42416-3
Online ISBN: 978-3-319-42417-0
eBook Packages: Computer ScienceComputer Science (R0)