Literature DB >> 19477343

The cognitive nature of action - functional links between cognitive psychology, movement science, and robotics.

Thomas Schack1, Helge Ritter.   

Abstract

This paper examines the cognitive architecture of human action, showing how it is organized over several levels and how it is built up. Basic action concepts (BACs) are identified as major building blocks on a representation level. These BACs are cognitive tools for mastering the functional demands of movement tasks. Results from different lines of research showed that not only the structure formation of mental representations in long-term memory but also chunk formation in working memory are built up on BACs and relate systematically to movement structures. It is concluded that such movement representations might provide the basis for action implementation and action control in skilled voluntary movements in the form of cognitive reference structures. To simulate action implementation we discuss challenges and issues that arise when we try to replicate complex movement abilities in robots. Among the key issues to be addressed is the question how structured representations can arise during skill acquisition and how the underlying processes can be understood sufficiently succinctly to replicate them on robot platforms. Working towards this goal, we translate our findings in studies of motor control in humans into models that can guide the implementation of cognitive robot architectures. Focusing on the issue of manual action control, we illustrate some results in the context of grasping with a five-fingered anthropomorphic robot hand.

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Mesh:

Year:  2009        PMID: 19477343     DOI: 10.1016/S0079-6123(09)01319-3

Source DB:  PubMed          Journal:  Prog Brain Res        ISSN: 0079-6123            Impact factor:   2.453


  17 in total

1.  Representation of grasp postures and anticipatory motor planning in children.

Authors:  Tino Stöckel; Charmayne M L Hughes; Thomas Schack
Journal:  Psychol Res       Date:  2011-11-11

2.  Computational assessment of long-term memory structures from SDA-M related to action sequences.

Authors:  Benjamin Strenge; Ludwig Vogel; Thomas Schack
Journal:  PLoS One       Date:  2019-02-22       Impact factor: 3.240

3.  Motor Imagery Combined With Physical Training Improves Response Inhibition in the Stop Signal Task.

Authors:  Sung Min Son; Seong Ho Yun; Jung Won Kwon
Journal:  Front Psychol       Date:  2022-06-20

4.  Functional relationship between cognitive representations of movement directions and visuomotor adaptation performance.

Authors:  Heiko Lex; Matthias Weigelt; Andreas Knoblauch; Thomas Schack
Journal:  Exp Brain Res       Date:  2012-09-25       Impact factor: 1.972

5.  A hexapod walker using a heterarchical architecture for action selection.

Authors:  Malte Schilling; Jan Paskarbeit; Thierry Hoinville; Arne Hüffmeier; Axel Schneider; Josef Schmitz; Holk Cruse
Journal:  Front Comput Neurosci       Date:  2013-09-17       Impact factor: 2.380

6.  Mental representation and motor imagery training.

Authors:  Thomas Schack; Kai Essig; Cornelia Frank; Dirk Koester
Journal:  Front Hum Neurosci       Date:  2014-05-22       Impact factor: 3.169

7.  Event-related brain potentials for goal-related power grips.

Authors:  Jan Westerholz; Thomas Schack; Dirk Koester
Journal:  PLoS One       Date:  2013-07-02       Impact factor: 3.240

8.  The mental representation of the human gait in young and older adults.

Authors:  Tino Stöckel; Robert Jacksteit; Martin Behrens; Ralf Skripitz; Rainer Bader; Anett Mau-Moeller
Journal:  Front Psychol       Date:  2015-07-14

9.  Mental representation and mental practice: experimental investigation on the functional links between motor memory and motor imagery.

Authors:  Cornelia Frank; William M Land; Carmen Popp; Thomas Schack
Journal:  PLoS One       Date:  2014-04-17       Impact factor: 3.240

10.  Decoding of human hand actions to handle missing limbs in neuroprosthetics.

Authors:  Jovana J Belić; A Aldo Faisal
Journal:  Front Comput Neurosci       Date:  2015-02-26       Impact factor: 2.380

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