Mental practice and verbal instructions execution: A cognitive robotics study

Understanding the tight relationship that exists between mental imagery and motor activities (i.e. how images in the mind can influence movements and motor skills) has become a topic of interest and is of particular importance in domains in which improving those skills is crucial for obtaining better performance, such as in sports and rehabilitation. In this paper, using an embodied cognition approach and a cognitive robotics platform, we introduce initial results of an ongoing study that explores the impact linguistic stimuli could have in processes of mental imagery practice and subsequent motor execution and performance. Results are presented to show that the robot used, is able to “imagine” or “mentally” recall and accurately execute movements learned in previous training phases, strictly on the basis of the verbal commands issued. Further tests show that data obtained with “imagination” could be used to simulate “mental training” processes such as those that have been employed with human subjects in sports training, in order to enhance precision in the performance of new tasks, through the association of different verbal commands.

[1]  HUMAN KINETICS , 1952 .

[2]  M. Farah The neurological basis of mental imagery: A componential analysis , 1984, Cognition.

[3]  Akhter Ahsen ISM: The Triple Code Model for imagery and psychophysiology. , 1984 .

[4]  Geoffrey E. Hinton,et al.  Learning representations by back-propagating errors , 1986, Nature.

[5]  M. Jeannerod,et al.  The timing of mentally represented actions , 1989, Behavioural Brain Research.

[6]  Jeffrey L. Elman,et al.  Finding Structure in Time , 1990, Cogn. Sci..

[7]  M. Jeannerod The representing brain: Neural correlates of motor intention and imagery , 1994, Behavioral and Brain Sciences.

[8]  J. Decety The neurophysiological basis of motor imagery , 1996, Behavioural Brain Research.

[9]  Leslie G. Ungerleider,et al.  Distributed Neural Systems for the Generation of Visual Images , 2000, Neuron.

[10]  Dave Collins,et al.  The Effect of Theoretically-Based Imagery Scripts on Field Hockey Performance , 2001 .

[11]  Michael Spittle,et al.  Imagery in Sport , 2005, Sport & Exercise Psychology Review.

[12]  Friedemann Pulvermüller,et al.  Brain Signatures of Meaning Access in Action Word Recognition , 2005, Journal of Cognitive Neuroscience.

[13]  William J. Fremouw,et al.  Cognitive-behavioral training for college basketball free-throw performance , 2005, Cognitive Therapy and Research.

[14]  S. Kosslyn,et al.  The case for mental imagery , 2006 .

[15]  Michael P. Kaschak,et al.  The Cambridge Handbook of Situated Cognition: Language in the Brain, Body, and World , 2008 .

[16]  Robert A. Wilson,et al.  The Cambridge Handbook of Situated Cognition: How to Situate Cognition , 2008 .

[17]  R. Weinberg,et al.  Does Imagery Work? Effects on Performance and Mental Skills , 2008 .

[18]  Aymeric Guillot,et al.  Using Motor Imagery to Learn Tactical Movements in Basketball , 2009 .

[19]  Angelo Cangelosi,et al.  Grounding language in action and perception: from cognitive agents to humanoid robots. , 2010, Physics of life reviews.

[20]  Angelo Cangelosi,et al.  A Neural Network model for spatial mental imagery investigation: A study with the humanoid robot platform iCub , 2011, The 2011 International Joint Conference on Neural Networks.