Implicit sensorimotor mapping of the peripersonal space by gazing and reaching

IEEE Transactions on Autonomous Mental Development

Volumn 3, Issue 1, 2011, Pages 43-53

  Chinellato, Eris ^a   Antonelli, Marco ^a   Grzyb, Beata J ^a   Del Pobil, Angel P ^a,b  

^a UNIVERSITAT JAUME I   (Spain)

^b Sungkyunkwan University   (South Korea)

Author keywords

Eyearm coordination; humanoid robots; radial basis function networks; self supervised learning; spatial awareness

Indexed keywords

EYEARM COORDINATION; HUMANOID ROBOTS; RADIAL BASIS FUNCTIONS; SELF-SUPERVISED LEARNING; SPATIAL AWARENESS;

ANTHROPOMORPHIC ROBOTS; EYE MOVEMENTS; MAMMALS; STEREO VISION; SUPERVISED LEARNING;

RADIAL BASIS FUNCTION NETWORKS;

EID: 79952975860     PISSN: 19430604     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAMD.2011.2106781     Document Type: Conference Paper

References (33)

1. A. Pouget and L. H. Snyder, "Computational approaches to sensorimotor transformations," Nature Neurosci., vol. 3 Suppl, pp. 1192-1198, Nov. 2000.
2. S. Deneve and A. Pouget, "Basis functions for object-centered representations," Neuron, vol. 37, no. 2, pp. 347-359, Jan. 2003. (Pubitemid 36143828)
3. R. A. Andersen, R. M. Bracewell, S. Barash, J. W. Gnadt, and L. Fogassi, "Eye position effects on visual, memory, and saccade-related activity in areas LIP and 7A of macaque," J. Neurosci., vol. 10, no. 4, pp. 1176-1196, 1990.
4. F. Bremmer, C. Distler, and K.-P. Hoffmann, "Eye position effects in monkey cortex. II: Pursuit and fixation related activity in posterior parietal areas LIP and 7A," J. Neurophysiol., vol. 77, pp. 962-977, 1997. (Pubitemid 27087791)
5. C. R. Cassanello, A. T. Nihalani, and V. P. Ferrera, "Neuronal responses to moving targets in monkey frontal eye fields," J. Neurophysiol., vol. 100, pp. 1544-1556, 2008.
6. P. Fattori, D. F. Kutz, R. Breveglieri, N. Marzocchi, and C. Galletti, "Spatial tuning of reaching activity in the medial parieto-occipital cortex (area V6A) of macaque monkey," Eur. J. Neurosci., vol. 22, no. 4, pp. 956-972, Aug. 2005. (Pubitemid 41243336)
7. M. A. Goodale and A. D. Milner, Sight Unseen. London, U.K.: Oxford Univ. Press, 2004.
8. M. Jeannerod, "Visuomotor channels: Their integration in goal-directed prehension," Human Movement Science, vol. 18, no. 2, pp. 201-218, Jun. 1999.
9. C. Galletti, D. F. Kutz, M. Gamberini, R. Breveglieri, and P. Fattori, "Role of the medial parieto-occipital cortex in the control of reaching and grasping movements," Exp. Brain Res., vol. 153, no. 2, pp. 158-170, Nov. 2003. (Pubitemid 37445308)
10. P. Fattori, M. Gamberini, D. F. Kutz, and C. Galletti, "'Arm-reaching' neurons in the parietal area V6A of the macaque monkey," Eur. J. Neurosci., vol. 13, no. 12, pp. 2309-2313, Jun. 2001. (Pubitemid 32664316)
11. P. Dechent and J. Frahm, "Characterization of the human visual V6 complex by functional magnetic resonance imaging," Eur. J. Neurosci., vol. 17, no. 10, pp. 2201-2211, 2003. (Pubitemid 36713981)
12. R. Caminiti, S. Ferraina, and A. B. Mayer, "Visuomotor transformations: Early cortical mechanisms of reaching," Current Opinion Neurobiol., vol. 8, no. 6, pp. 753-761, Dec. 1998. (Pubitemid 28564473)
13. N. Marzocchi, R. Breveglieri, C. Galletti, and P. Fattori, "Reaching activity in parietal area V6A of macaque: Eye influence on arm activity or retinocentric coding of reaching movements?," Eur. J. Neurosci., vol. 27, no. 3, pp. 775-789, Feb. 2008. (Pubitemid 351239284)
14. A. Pouget and T. J. Sejnowski, "A new view of hemineglect based on the response properties of parietal neurones," Philos. Trans. Roy. Soc. B: Biol. Sci., vol. 352, no. 1360, pp. 1449-1459, Oct. 1997. (Pubitemid 27482183)
15. A. Pouget, S. Deneve, and J.-R. Duhamel, "A computational perspective on the neural basis of multisensory spatial representations," Nat. Rev. Neurosci., vol. 3, no. 9, pp. 741-747, Sep. 2002. (Pubitemid 135706679)
16. E. Salinas and P. Thier, "Gain modulation: A major computational principle of the central nervous system," Neuron, vol. 27, no. 1, pp. 15-21, Jul. 2000.
17. , G. A. Bekey and K. Y. Goldberg, Eds., Neural Networks in Robotics. Norwell, MA: Kluwer Academic, 1993.
18. T. M. Martinetz, H. J. Ritter, and K. J. Schulten, "Three- dimensional neural net for learning visuomotor coordination of a robot arm," IEEE Trans. Neural Netw., vol. 1, no. 1, pp. 131-136, Mar. 1990.
19. M. Jones and D. Vernon, "Using neural networks to learn hand-eye co-ordination," Neural Comput. Appl., vol. 2, no. 1, pp. 2-12, 1994.
20. M. Han, N. Okada, and E. Kondo, "Coordination of an uncalibrated 3-d visuo-motor system based on multiple self-organizing maps," JSME Int. J. Series C Mech. Syst., Mach. Elements Manufact. , vol. 49, no. 1, pp. 230-239, 2006. (Pubitemid 44420551)
21. S. Fuke, M. Ogino, and M. Asada, "Acquisition of the head-centered peri-personal spatial representation found in vip neuron," IEEE Trans. Autonom. Mental Develop., vol. 1, no. 2, pp. 131-140, Aug. 2009.
22. P.-Y. Zhang and T.-S. L.-B. Song, "RBF networks-based inverse kinematics of 6r manipulator," Int. J. Adv. Manufact. Technol., vol. 26, no. 1-2, pp. 144-147, Jul. 2005. (Pubitemid 40963675)
23. S. Kumar, L. Behera, and T. McGinnity, "Kinematic control of a redundant manipulator using an inverse-forward adaptive scheme with a ksom based hint generator," Robot. Autonom. Syst., vol. 58, no. 5, pp. 622-633, Mau 2010.
24. M. Marjanovic, B. Scassellati, and M. Williamson, "Self-taught visually-guided pointing for a humanoid robot," in Proc. Int. Conf. Simulation Adapt. Behav. (SAB) 1996, 1996.
25. G. Sun and B. Scassellati, "A fast and efficient model for learning to reach," Int. J. Human. Robot., vol. 2, no. 4, pp. 391-413, 2005.
26. W. Schenck, H. Hoffmann, and R. Moller, F. Schmalhofer, R. M. Young, and G. Katz, Eds., "Learning internal models for eye-hand coordination in reaching and grasping," in Proc. EuroCogSci 2003, 2003, pp. 289-294.
27. F. Nori, L. Natale, G. Sandini, and G. Metta, "Autonomous learning of 3D reaching in a humanoid robot," in Proc. IEEE Int. Conf. Intell. Robot. Syst., San Diego, CA, 2007, pp. 1142-1147.
28. K. E. Adolph and A. S. Joh, "Motor development: How infants get into the act," in Introduction to Infant Development, A. Slaterand M. Lewis, Eds. London, U.K.: Oxford Univ. Press, 2007, pp. 63-80.
29. G. F. Poggio, F. Gonzalez, and F. Krause, "Stereoscopic mechanisms in monkey visual cortex: Binocular correlation and disparity selectivity," J. Neurosci., vol. 8, no. 12, pp. 4531-4550, Dec. 1988. (Pubitemid 19015136)
30. C. M. Bishop, Neural Networks for Pattern Recognition. London, U.K.: Oxford Univ. Press, 1995.
31. T. Collins, K. Dore-Mazars, and M. Lappe, "Motor space structures perceptual space: Evidence from human saccadic adaptation," Brain Res., vol. 1172, pp. 32-39, Aug. 2007. (Pubitemid 47417953)
32. E. Chinellato, B. J. Grzyb, N. Marzocchi, A. Bosco, P. Fattori, and A. P. del Pobil, "Eye-hand coordination for reaching in dorsal stream area V6A: Computational lessons," in Bioinspired Applications in Artificial and Natural Computation, J. Mira, J. M. Ferrez, J.-R. Alvarez, F. de la Paz, and F. J. Toledo, Eds. Berlin, Germany: Springer-Verlag, 2009, vol. LNCS 5602, pp. 304-313.
33. M. Hoffmann, H. Marques, A. Arieta, H. Sumioka, M. Lungarella, and R. Pfeifer, "Body schema in robotics: A review," IEEE Trans. Autonom. Mental Develop., vol. 2, no. 4, pp. 304-324, Dec. 2010.