Modeling perspective-taking upon observation of 3D biological motion

IEEE ICDL-EPIROB 2014 - 4th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics

Volumn , Issue , 2014, Pages 305-310

  Schrodt, Fabian ^a   Layher, Georg ^b   Neumann, Heiko ^b   Butz, Martin V ^a  

^a UNIVERSITY OF TÜBINGEN   (Germany)

^b UNIVERSITY OF ULM   (Germany)

Author keywords

biological motion; canonical views; Correspondence problem; mirror neurons; perspective taking; recurrent neural networks

Indexed keywords

AGRICULTURAL ROBOTS; LEARNING SYSTEMS; MIRRORS; NEURONS; TIME AND MOTION STUDY;

BIOLOGICAL MOTION; CANONICAL VIEWS; CORRESPONDENCE PROBLEMS; MIRROR NEURONS; PERSPECTIVE TAKING;

RECURRENT NEURAL NETWORKS;

EID: 84920887595     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DEVLRN.2014.6982998     Document Type: Conference Paper

References (15)

1. G. Rizzolatti and L. Craighero, "The mirror-neuron system," Annu. Rev. Neurosci., vol. 27, pp. 169-192, 2004.
2. C. L. Nehaniv and K. Dautenhahn, "The correspondence problem," Imitation in animals and artifacts, p. 41, 2002.
3. M. Hegarty and D. Waller, "A dissociation between mental rotation and perspective-taking spatial abilities," Intelligence, vol. 32, no. 2, pp. 175-191, 2004.
4. V. Caggiano, L. Fogassi, G. Rizzolatti, J. K. Pomper, P. Thier, M. A. Giese, and A. Casile, "View-based encoding of actions in mirror neurons of area f5 in macaque premotor cortex," Current Biology, vol. 21, no. 2, pp. 144-148, 2011.
5. T. Jellema and D. I. Perrett, "Neural representations of perceived bodily actions using a categorical frame of reference," Neuropsychologia, vol. 44, no. 9, pp. 1535-1546, 2006.
6. M. J. Tarr and S. Pinker, "Mental rotation and orientation-dependence in shape recognition," Cognitive psychology, vol. 21, no. 2, pp. 233-282, 1989.
7. F. Schrodt, G. Layher, H. Neumann, and M. V. Butz, "Modeling perspective-taking by correlating visual and proprioceptive dynamics," in Proceedings fo the 36th Annual Conference of the Cognitive Science Society, 2014.
8. R. A. Andersen, G. K. Essick, and R. M. Siegel, "Encoding of spatial location by posterior parietal neurons," Science, vol. 230, no. 4724, pp. 456-458, 1985.
9. S. Grossberg, "On the development of feature detectors in the visual cortex with applications to learning and reaction-diffusion systems," Biological Cybernetics, vol. 21, no. 3, pp. 145-159, 1976.
10. D. E. Rumelhart and D. Zipser, "Feature discovery by competitive learning," Cognitive science, vol. 9, no. 1, pp. 75-112, 1985.
11. S. Grossberg, "Adaptive pattern classification and universal recoding: Ii. feedback, expectation, olfaction, illusions," Biological cybernetics, vol. 23, no. 4, pp. 187-202, 1976.
12. C. Heyes, "Where do mirror neurons come from?" Neuroscience & Biobehavioral Reviews, vol. 34, no. 4, pp. 575-583, 2010.
13. V. A. Kuhlmeier, N. F. Troje, and V. Lee, "Young infants detect the direction of biological motion in point-light displays," Infancy, vol. 15, no. 1, pp. 83-93, 2010.
14. M. Pavlova and A. Sokolov, "Orientation specificity in biological motion perception," Perception & Psychophysics, vol. 62, no. 5, pp. 889-899, 2000.
15. F. Schrodt and M. V. Butz, "Modeling perspective-taking by forecasting 3D biological motion sequences," in Cognitive Processing (Suppl. KogWis 2014), 2014.