ReaCog, a Minimal Cognitive Controller Based on Recruitment of Reactive Systems
Schilling M, Cruse H (2017)
Frontiers in Neurorobotics 11: 3.
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Abstract / Bemerkung
It has often been stated that for a neuronal system to become a cognitive one, it has to be large enough. In contrast, we argue that a basic property of a cognitive system, namely the ability to plan ahead, can already be fulfilled by small neuronal systems. As a proof of concept, we propose an artificial neural network, termed reaCog, that, first, is able to deal with a specific domain of behavior (six-legged-walking). Second, we show how a minor expansion of this system enables the system to plan ahead and deploy existing behavioral elements in novel contexts in order to solve current problems. To this end, the system invents new solutions that are not possible for the reactive network. Rather these solutions result from new combinations of given memory elements. This faculty does not rely on a dedicated system being more or less independent of the reactive basis, but results from exploitation of the reactive basis by recruiting the lower-level control structures in a way that motor planning becomes possible as an internal simulation relying on internal representation being grounded in embodied experiences.
Erscheinungsjahr
2017
Zeitschriftentitel
Frontiers in Neurorobotics
Band
11
Art.-Nr.
3
ISSN
1662-5218
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Open-Access-Publikationskosten wurden durch die Deutsche Forschungsgemeinschaft und die Universität Bielefeld gefördert.
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https://pub.uni-bielefeld.de/record/2908308
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Schilling M, Cruse H. ReaCog, a Minimal Cognitive Controller Based on Recruitment of Reactive Systems. Frontiers in Neurorobotics. 2017;11: 3.
Schilling, M., & Cruse, H. (2017). ReaCog, a Minimal Cognitive Controller Based on Recruitment of Reactive Systems. Frontiers in Neurorobotics, 11, 3. doi:10.3389/fnbot.2017.00003
Schilling, Malte, and Cruse, Holk. 2017. “ReaCog, a Minimal Cognitive Controller Based on Recruitment of Reactive Systems”. Frontiers in Neurorobotics 11: 3.
Schilling, M., and Cruse, H. (2017). ReaCog, a Minimal Cognitive Controller Based on Recruitment of Reactive Systems. Frontiers in Neurorobotics 11:3.
Schilling, M., & Cruse, H., 2017. ReaCog, a Minimal Cognitive Controller Based on Recruitment of Reactive Systems. Frontiers in Neurorobotics, 11: 3.
M. Schilling and H. Cruse, “ReaCog, a Minimal Cognitive Controller Based on Recruitment of Reactive Systems”, Frontiers in Neurorobotics, vol. 11, 2017, : 3.
Schilling, M., Cruse, H.: ReaCog, a Minimal Cognitive Controller Based on Recruitment of Reactive Systems. Frontiers in Neurorobotics. 11, : 3 (2017).
Schilling, Malte, and Cruse, Holk. “ReaCog, a Minimal Cognitive Controller Based on Recruitment of Reactive Systems”. Frontiers in Neurorobotics 11 (2017): 3.
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Daten bereitgestellt von European Bioinformatics Institute (EBI)
1 Zitation in Europe PMC
Daten bereitgestellt von Europe PubMed Central.
Adaptive Control Strategies for Interlimb Coordination in Legged Robots: A Review.
Aoi S, Manoonpong P, Ambe Y, Matsuno F, Wörgötter F., Front Neurorobot 11(), 2017
PMID: 28878645
Aoi S, Manoonpong P, Ambe Y, Matsuno F, Wörgötter F., Front Neurorobot 11(), 2017
PMID: 28878645
56 References
Daten bereitgestellt von Europe PubMed Central.
Hexapod Walking: an expansion to Walknet dealing with leg amputations and force oscillations.
Schilling M, Cruse H, Arena P., Biol Cybern 96(3), 2006
PMID: 17106698
Schilling M, Cruse H, Arena P., Biol Cybern 96(3), 2006
PMID: 17106698
Active tactile exploration for adaptive locomotion in the stick insect.
Schutz C, Durr V., Philos. Trans. R. Soc. Lond., B, Biol. Sci. 366(1581), 2011
PMID: 21969681
Schutz C, Durr V., Philos. Trans. R. Soc. Lond., B, Biol. Sci. 366(1581), 2011
PMID: 21969681
Revisiting the body-schema concept in the context of whole-body postural-focal dynamics.
Morasso P, Casadio M, Mohan V, Rea F, Zenzeri J., Front Hum Neurosci 9(), 2015
PMID: 25741274
Morasso P, Casadio M, Mohan V, Rea F, Zenzeri J., Front Hum Neurosci 9(), 2015
PMID: 25741274
The interaction of the explicit and the implicit in skill learning: a dual-process approach.
Sun R, Slusarz P, Terry C., Psychol Rev 112(1), 2005
PMID: 15631592
Sun R, Slusarz P, Terry C., Psychol Rev 112(1), 2005
PMID: 15631592
Biorobotics: using robots to emulate and investigate agile locomotion.
Ijspeert AJ., Science 346(6206), 2014
PMID: 25301621
Ijspeert AJ., Science 346(6206), 2014
PMID: 25301621
The Brain's concepts: the role of the Sensory-motor system in conceptual knowledge.
Gallese V, Lakoff G., Cogn Neuropsychol 22(3), 2005
PMID: 21038261
Gallese V, Lakoff G., Cogn Neuropsychol 22(3), 2005
PMID: 21038261
Artificial intelligence. Autonomous mental development by robots and animals.
Weng J, McClelland J, Pentland A, Sporns O, Stockman I, Sur M, Thelen E., Science 291(5504), 2001
PMID: 11229402
Weng J, McClelland J, Pentland A, Sporns O, Stockman I, Sur M, Thelen E., Science 291(5504), 2001
PMID: 11229402
Walknet, a bio-inspired controller for hexapod walking.
Schilling M, Hoinville T, Schmitz J, Cruse H., Biol Cybern 107(4), 2013
PMID: 23824506
Schilling M, Hoinville T, Schmitz J, Cruse H., Biol Cybern 107(4), 2013
PMID: 23824506
Body schema and body image--pros and cons.
de Vignemont F., Neuropsychologia 48(3), 2009
PMID: 19786038
de Vignemont F., Neuropsychologia 48(3), 2009
PMID: 19786038
How and to what end may consciousness contribute to action? Attributing properties of consciousness to an embodied, minimally cognitive artificial neural network.
Cruse H, Schilling M., Front Psychol 4(), 2013
PMID: 23785343
Cruse H, Schilling M., Front Psychol 4(), 2013
PMID: 23785343
Building a motor simulation de novo: observation of dance by dancers.
Cross ES, Hamilton AF, Grafton ST., Neuroimage 31(3), 2006
PMID: 16530429
Cross ES, Hamilton AF, Grafton ST., Neuroimage 31(3), 2006
PMID: 16530429
Listening to action-related sentences modulates the activity of the motor system: a combined TMS and behavioral study.
Buccino G, Riggio L, Melli G, Binkofski F, Gallese V, Rizzolatti G., Brain Res Cogn Brain Res 24(3), 2005
PMID: 16099349
Buccino G, Riggio L, Melli G, Binkofski F, Gallese V, Rizzolatti G., Brain Res Cogn Brain Res 24(3), 2005
PMID: 16099349
Multiple paired forward and inverse models for motor control.
Wolpert DM, Kawato M., Neural Netw 11(7-8), 1998
PMID: 12662752
Wolpert DM, Kawato M., Neural Netw 11(7-8), 1998
PMID: 12662752
Kinematic networks. A distributed model for representing and regularizing motor redundancy.
Mussa Ivaldi FA, Morasso P, Zaccaria R., Biol Cybern 60(1), 1988
PMID: 3214648
Mussa Ivaldi FA, Morasso P, Zaccaria R., Biol Cybern 60(1), 1988
PMID: 3214648
What's Next: Recruitment of a Grounded Predictive Body Model for Planning a Robot's Actions.
Schilling M, Cruse H., Front Psychol 3(), 2012
PMID: 23060845
Schilling M, Cruse H., Front Psychol 3(), 2012
PMID: 23060845
Self-organization, embodiment, and biologically inspired robotics.
Pfeifer R, Lungarella M, Iida F., Science 318(5853), 2007
PMID: 18006736
Pfeifer R, Lungarella M, Iida F., Science 318(5853), 2007
PMID: 18006736
An architectural model of conscious and unconscious brain functions: Global Workspace Theory and IDA.
Baars BJ, Franklin S., Neural Netw 20(9), 2007
PMID: 17998071
Baars BJ, Franklin S., Neural Netw 20(9), 2007
PMID: 17998071
Neural mechanisms for prediction: do insects have forward models?
Webb B., Trends Neurosci. 27(5), 2004
PMID: 15111010
Webb B., Trends Neurosci. 27(5), 2004
PMID: 15111010
Pattern generation for stick insect walking movements--multisensory control of a locomotor program.
Bassler U, Buschges A., Brain Res. Brain Res. Rev. 27(1), 1998
PMID: 9639677
Bassler U, Buschges A., Brain Res. Brain Res. Rev. 27(1), 1998
PMID: 9639677
Stick insect locomotion in a complex environment: climbing over large gaps.
Blaesing B, Cruse H., J. Exp. Biol. 207(Pt 8), 2004
PMID: 15010478
Blaesing B, Cruse H., J. Exp. Biol. 207(Pt 8), 2004
PMID: 15010478
Robots that can adapt like animals.
Cully A, Clune J, Tarapore D, Mouret JB., Nature 521(7553), 2015
PMID: 26017452
Cully A, Clune J, Tarapore D, Mouret JB., Nature 521(7553), 2015
PMID: 26017452
Neural simulation of action: a unifying mechanism for motor cognition.
Jeannerod M., Neuroimage 14(1 Pt 2), 2001
PMID: 11373140
Jeannerod M., Neuroimage 14(1 Pt 2), 2001
PMID: 11373140
What mechanisms coordinate leg movement in walking arthropods?
Cruse H., Trends Neurosci. 13(1), 1990
PMID: 1688670
Cruse H., Trends Neurosci. 13(1), 1990
PMID: 1688670
Experimental and theoretical approaches to conscious processing.
Dehaene S, Changeux JP., Neuron 70(2), 2011
PMID: 21521609
Dehaene S, Changeux JP., Neuron 70(2), 2011
PMID: 21521609
Resilient machines through continuous self-modeling.
Bongard J, Zykov V, Lipson H., Science 314(5802), 2006
PMID: 17110570
Bongard J, Zykov V, Lipson H., Science 314(5802), 2006
PMID: 17110570
Intelligence with representation.
Steels L., Philos Trans A Math Phys Eng Sci 361(1811), 2003
PMID: 14599324
Steels L., Philos Trans A Math Phys Eng Sci 361(1811), 2003
PMID: 14599324
Control of swing movement: influences of differently shaped substrate.
Schumm M, Cruse H., J. Comp. Physiol. A Neuroethol. Sens. Neural. Behav. Physiol. 192(10), 2006
PMID: 16830135
Schumm M, Cruse H., J. Comp. Physiol. A Neuroethol. Sens. Neural. Behav. Physiol. 192(10), 2006
PMID: 16830135
A hexapod walker using a heterarchical architecture for action selection.
Schilling M, Paskarbeit J, Hoinville T, Huffmeier A, Schneider A, Schmitz J, Cruse H., Front Comput Neurosci 7(), 2013
PMID: 24062682
Schilling M, Paskarbeit J, Hoinville T, Huffmeier A, Schneider A, Schmitz J, Cruse H., Front Comput Neurosci 7(), 2013
PMID: 24062682
Neural Darwinism: selection and reentrant signaling in higher brain function.
Edelman GM., Neuron 10(2), 1993
PMID: 8094962
Edelman GM., Neuron 10(2), 1993
PMID: 8094962
The behavioural transition from straight to curve walking: kinetics of leg movement parameters and the initiation of turning.
Durr V, Ebeling W., J. Exp. Biol. 208(Pt 12), 2005
PMID: 15939767
Durr V, Ebeling W., J. Exp. Biol. 208(Pt 12), 2005
PMID: 15939767
Conscious thought as simulation of behaviour and perception.
Hesslow G., Trends Cogn. Sci. (Regul. Ed.) 6(6), 2002
PMID: 12039605
Hesslow G., Trends Cogn. Sci. (Regul. Ed.) 6(6), 2002
PMID: 12039605
Bootstrapping cognition from behavior-a computerized thought experiment.
Moller R, Schenck W., Cogn Sci 32(3), 2008
PMID: 21635344
Moller R, Schenck W., Cogn Sci 32(3), 2008
PMID: 21635344
Coordinating perceptually grounded categories through language: a case study for colour.
Steels L, Belpaeme T., Behav Brain Sci 28(4), 2005
PMID: 16209771
Steels L, Belpaeme T., Behav Brain Sci 28(4), 2005
PMID: 16209771
Where's the action? The pragmatic turn in cognitive science.
Engel AK, Maye A, Kurthen M, Konig P., Trends Cogn. Sci. (Regul. Ed.) 17(5), 2013
PMID: 23608361
Engel AK, Maye A, Kurthen M, Konig P., Trends Cogn. Sci. (Regul. Ed.) 17(5), 2013
PMID: 23608361
Types of body representation and the sense of embodiment.
Carruthers G., Conscious Cogn 17(4), 2008
PMID: 18359642
Carruthers G., Conscious Cogn 17(4), 2008
PMID: 18359642
The mirror neuron system and its function in humans.
Rizzolatti G., Anat. Embryol. 210(5-6), 2005
PMID: 16222545
Rizzolatti G., Anat. Embryol. 210(5-6), 2005
PMID: 16222545
Computational Grounded Cognition: a new alliance between grounded cognition and computational modeling.
Pezzulo G, Barsalou LW, Cangelosi A, Fischer MH, McRae K, Spivey MJ., Front Psychol 3(), 2012
PMID: 23346065
Pezzulo G, Barsalou LW, Cangelosi A, Fischer MH, McRae K, Spivey MJ., Front Psychol 3(), 2012
PMID: 23346065
Recognizing people from their movement.
Loula F, Prasad S, Harber K, Shiffrar M., J Exp Psychol Hum Percept Perform 31(1), 2005
PMID: 15709874
Loula F, Prasad S, Harber K, Shiffrar M., J Exp Psychol Hum Percept Perform 31(1), 2005
PMID: 15709874
Context-dependent changes in strength and efficacy of leg coordination mechanisms.
Durr V., J. Exp. Biol. 208(Pt 12), 2005
PMID: 15939768
Durr V., J. Exp. Biol. 208(Pt 12), 2005
PMID: 15939768
Action-based language: a theory of language acquisition, comprehension, and production.
Glenberg AM, Gallese V., Cortex 48(7), 2011
PMID: 21601842
Glenberg AM, Gallese V., Cortex 48(7), 2011
PMID: 21601842
Premotor cortex and the recognition of motor actions.
Rizzolatti G, Fadiga L, Gallese V, Fogassi L., Brain Res Cogn Brain Res 3(2), 1996
PMID: 8713554
Rizzolatti G, Fadiga L, Gallese V, Fogassi L., Brain Res Cogn Brain Res 3(2), 1996
PMID: 8713554
Behaviour-based modelling of hexapod locomotion: linking biology and technical application.
Durr V, Schmitz J, Cruse H., Arthropod Struct Dev 33(3), 2004
PMID: 18089037
Durr V, Schmitz J, Cruse H., Arthropod Struct Dev 33(3), 2004
PMID: 18089037
On the other hand: dummy hands and peripersonal space.
Makin TR, Holmes NP, Ehrsson HH., Behav. Brain Res. 191(1), 2008
PMID: 18423906
Makin TR, Holmes NP, Ehrsson HH., Behav. Brain Res. 191(1), 2008
PMID: 18423906
Embodied meaning in a neural theory of language.
Feldman J, Narayanan S., Brain Lang 89(2), 2004
PMID: 15068922
Feldman J, Narayanan S., Brain Lang 89(2), 2004
PMID: 15068922
Perception through visuomotor anticipation in a mobile robot.
Hoffmann H., Neural Netw 20(1), 2006
PMID: 17010571
Hoffmann H., Neural Netw 20(1), 2006
PMID: 17010571
The shared circuits model (SCM): how control, mirroring, and simulation can enable imitation, deliberation, and mindreading.
Hurley S., Behav Brain Sci 31(1), 2008
PMID: 18394222
Hurley S., Behav Brain Sci 31(1), 2008
PMID: 18394222
Incubation, insight, and creative problem solving: a unified theory and a connectionist model.
Helie S, Sun R., Psychol Rev 117(3), 2010
PMID: 20658861
Helie S, Sun R., Psychol Rev 117(3), 2010
PMID: 20658861
Mental motor imagery: a window into the representational stages of action.
Jeannerod M, Decety J., Curr. Opin. Neurobiol. 5(6), 1995
PMID: 8805419
Jeannerod M, Decety J., Curr. Opin. Neurobiol. 5(6), 1995
PMID: 8805419
Neural reuse: a fundamental organizational principle of the brain.
Anderson ML., Behav Brain Sci 33(4), 2010
PMID: 20964882
Anderson ML., Behav Brain Sci 33(4), 2010
PMID: 20964882
Comprehension of cause-effect relations in a tool-using task by chimpanzees (Pan troglodytes).
Limongelli L, Boysen ST, Visalberghi E., J Comp Psychol 109(1), 1995
PMID: 7705056
Limongelli L, Boysen ST, Visalberghi E., J Comp Psychol 109(1), 1995
PMID: 7705056
Environmentally mediated synergy between perception and behaviour in mobile robots.
Verschure PF, Voegtlin T, Douglas RJ., Nature 425(6958), 2003
PMID: 14534588
Verschure PF, Voegtlin T, Douglas RJ., Nature 425(6958), 2003
PMID: 14534588
Brain mechanisms linking language and action.
Pulvermuller F., Nat. Rev. Neurosci. 6(7), 2005
PMID: 15959465
Pulvermuller F., Nat. Rev. Neurosci. 6(7), 2005
PMID: 15959465
From sensorimotor learning to memory cells in prefrontal and temporal association cortex: a neurocomputational study of disembodiment.
Pulvermuller F, Garagnani M., Cortex 57(), 2014
PMID: 24769063
Pulvermuller F, Garagnani M., Cortex 57(), 2014
PMID: 24769063
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