Abstract
The term embodiment identifies a theory that meaning and semantics cannot be captured by abstract, logical systems, but are dependent on an agent’s experience derived from being situated in an environment. This theory has recently received a great deal of support in the cognitive science literature and is having significant impact in artificial intelligence. Memetics refers to the theory that knowledge and ideas can evolve more or less independently of their human-agent substrates. While humans provide the medium for this evolution, memetics holds that ideas can be developed without human comprehension or deliberate interference. Both theories have profound implications for the study of language—its potential use by machines, its acquisition by children and of particular relevance to this special issue, its evolution. This article links the theory of memetics to the established literature on semantic space, then examines the extent to which these memetic mechanisms might account for language independently of embodiment. It then seeks to explain the evolution of language through uniquely human cognitive capacities which facilitate memetic evolution.
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Notes
Though note that the grounded e/m behavioural lexicon is almost certainly also modular, so there are probably more than two sets of representations becoming linked.
See also Davidson (2005) for an interesting though somewhat orthogonal discussion of the implications of language as perception.
References
Ballard DH, Hayhoe MM, Pook PK, Rao RPN (1997) Deictic codes for the embodiment of cognition. Brain Behav Sci 20:723–742
Billard A, Dautenhahn K (2000) Experiments in social robotics: grounding and use of communication in autonomous agents. Adapt Behav 7:415–438
Bispham J (2006) Rhythm in music: what is it? Who has it? And why? Music Percept 24:125–134
Boroditsky L, Ramscar M (2002) The roles of body and mind in abstract thought. Psychol Sci 13:185–188
Brooks RA (1991) Intelligence without representation. Artif Intell 47:139–159
Brooks RA, Stein LA (1994) Building brains for bodies. Auton Robots 1:7–25
Bryson JJ (2002) Language isn’t quite that special. Brain Behav Sci 25:679–680. Commentary on Carruthers,“The Cognitive Functions of Language”, same volume
Bryson JJ, Wood MA (2005) Learning discretely: behaviour and organisation in social learning. In: Demiris Y (ed) Third international symposium on imitation in animals and artifacts. The Society for the Study of Artificial Intelligence and the Simulation of Behaviour, Hatfield, pp 30–37
Byrne RW, Whiten A (eds) (1988) Machiavellian intelligence: social expertise and the evolution of intellect in monkeys, apes and humans. Oxford University Press, New York
Čače I, Bryson JJ (2007) Agent based modelling of communication costs: why information can be free. In: Lyon C, Nehaniv CL, Cangelosi A (eds) Emergence and evolution of linguistic communication. Springer, London, pp 305–322
Cangelosi A, Harnad S (2001) The adaptive advantage of symbolic theft over sensorimotor toil: grounding language in perceptual categories. Evol Commun 4:117–142
Castro L, Medina A, Toro MA (2004) Hominid cultural transmission and the evolution of language. Biol Philos 19:721–737
Chapman D (1987) Planning for conjunctive goals. Artif Intell 32:333–378
Chater N, Oaksford M, Nakisa R, Redington M (2003) Fast, frugal, and rational: how rational norms explain behavior. Organ Behav Hum Decis Process 90:63–86
Chernova S, Veloso M (2004) Learning and using models of kicking motions for legged robots. In: The Proceedings of ICRA-2004, New Orleans
Chomsky N (1962) Context-free grammars and pushdown storage. Technical Report 65 MIT RLE Quarterly Progress Report, pp 187–194
Chrisley R, Ziemke T (2002) Embodiment. In: Encyclopedia of cognitive science. Macmillan, New York, pp 1102–1108
Christoudias CM, Saenko K, Morency LP, Darrell T (2006) Co-adaptation of audio-visual speech and gesture classifiers. In: ICMI ’06: Proceedings of the 8th international conference on multimodal interfaces. ACM Press, London
Clark A (1997) Being there: putting brain, body and world together again. MIT Press, Cambridge
Clark A, Chalmers D (1998) The extended mind. Analysis 58:7–19
Connor RC, Heithaus MR, Barre LM (2001) Complex social structure, alliance stability and mating access in a bottlenose dolphin ‘super-alliance’. Proc R Soc B 268:263–267
Davidson D (2005) Seeing through language. In: Preston JM (ed) Truth, language and history, Chap 9. Clarendon Press, Oxford, pp 127–141. Originally published in Thought and Language. Cambridge University Press, 1997
Dawkins R (1976) The selfish gene. Oxford University Press, New York. Page numbers from the 1986 revised edition
Deacon T (1997) The symbolic species: the co-evolution of language and the human brain. W. W. Norton & Company, New York
Dennett DC (2002) The new replicators. In: Pagel M (ed) The Encyclopedia of Evolution, vol 1. Oxford University Press, Oxford, pp E83–E92
Dunbar RIM (1995) Neocortex size and group size in primates: a test of the hypothesis. J Hum Evol 28:287–296
Finch S (1993) Finding structure in language. Ph.D. thesis, Centre for Cognitive Science, University of Edinburgh
Fitch WT (2000) The evolution of speech: a comparative review. Trends Cogn Sci 4:258–267
Glenberg AM, Kaschak MP (2002) Grounding language in action. Psychon Bull Rev 9:558–565
Glenberg AM, Robertson DA (2000) Symbol grounding and meaning: a comparison of high-dimensional and embodied theories of meaning. J Mem Lang 43:379–401
Goldberg D, Korb B, Deb K (1989) Messy genetic algorithms: motivation, analysis and first results. Complex Syst 3:493–530
Greenfield PM (1991) Language, tools and brain: the ontogeny and phylogeny of hierarchically organized sequential behavior. Brain Behav Sci 14:531–595
Greenwald AG, Banaji MR (1995) Implicit social cognition: attitudes, self-esteem, and stereotypes. Psychol Rev 102:4–27
Harcourt AH (1992) Coalitions and alliances: are primates more complex than non-primates? In: Harcourt AH, de Waal FBM (eds) Coalitions and alliances in humans and other animals, Chap 16. Oxford, pp 445–472
Harnad S (1990) The symbol grounding problem. Physica D 42:335–346
Harnad S (1993) Problems, problems: the frame problem as a symptom of the symbol grounding problem. Psycholoquy 4
Hauser MD, Chomsky N, Fitch WT (2002a) The faculty of language: what is it, who has it, and how did it evolve? Science 298:1569
Hauser MD, Weiss D, Marcus G (2002b) Rule learning by cotton-top tamarins. Cognition 86:B15–B22
Hawes N, Sloman A, Wyatt J, Zillich M, Jacobsson H, Kruijff G-J, Brenner M, Berginc G, Skočaj D (2007) Towards an integrated robot with multiple cognitive functions. In: Proceedings of the twenty-second conference on artificial intelligence (AAAI-07), pp 1548–1553
Hofmann T (2001) Unsupervised learning by probabilistic latent semantic analysis. Mach Learn 42:177–196
Howell SR, Becker S (2001) Modelling language acquisition: grammar from the lexicon? In: Proceedings of the 23rd annual meeting of the cognitive science society. Lawrence Erlbaum Associates, Edinburgh
Iriki A (2006) The neural origins and implications of limitation, mirror neurons and tool use. Curr Opin Neurobiol 16:660–667
Kirby S (1999) Function, selection and innateness: the emergence of language universals. Oxford University Press, New York
Kortenkamp D, Bonasso RP, Murphy R (eds) (1998) Artificial intelligence and mobile robots: case studies of successful robot systems. MIT Press, Cambridge
Kudo H, Dunbar RIM (2001) Neocortex size and social network size in primates. Anim Behav 62:711–722
Lakoff G, Johnson M (1980) Metaphors we live by. University of Chicago Press, Chicago
Lakoff G, Johnson M (1999) Philosophy in the flesh: the embodied mind and its challenge to Western thought. Basic Books, New York
Landau B, Gleitman LR (1985) Language and experience: evidence from the blind child. Harvard University Press, Cambridge
Landauer TK, Dumais ST (1997) A solution to Plato’s problem: the latent semantic analysis theory of induction and representation of knowledge. Psychol Rev 104:211–240
Levy JP, Bullinaria JA (2001) Learning lexical properties from word usage patterns. In: French RM, Sougné J (eds) Connectionist models of learning development and evolution: proceedings of the 6th neural computation and psychology workshop (NCPW 6). Springer, Heidelberg, pp 273–282
Lowe W (1997) Semantic representation and priming in a self-organizing lexicon. In: Bullinaria JA, Glasspool DW, Houghton G (eds) Proceedings of the fourth neural computation and psychology workshop: connectionist representations (NCPW 4). Springer, London, pp 227–239
Lowe W (2000) Topographic maps of semantic space. Ph.D. thesis, Institute for Adaptive and Neural Computation, Division of Informatics, University of Edinburgh
MacDorman KF (1999) Grounding symbols through sensorimotor integration. J Robot Soc Jpn 17:20–24
Maes P, Darrell T, Blumberg B, Pentland A (1994) ALIVE: artificial life interactive video environment. In: Proceedings of the twelfth national conference on artificial intelligence (AAAI-94). AAAI Press, Seattle
McDonald S, Lowe W (1998) Modelling functional priming and the associative boost. In: Gernsbacher MA, Derry SD (eds) Proceedings of the 20th annual meeting of the cognitive science society. Lawrence Erlbaum Associates, New Jersey, pp 675–680
Meister M, Berry MJ II (1999) The neural code of the retina. Neuron 22:435–450
Miglino O, Walker R (2002) Genetic redundancy in evolving populations of simulated robots. Artif Life 8:265–277
Moss HE, Ostrin RK, Tyler LK, Marslen-Wilson WD (1995) Accessing different types of lexical semantic information: evidence from priming. J Exp Psychol Learn Mem Cogn 21:863–883
Noda I, Stone P (2003) The RoboCup soccer server and CMUnited clients: implemented infrastructure for MAS research. Auton Agents Multi Agent Syst 7:101–120
Nowak MA, Plotkin JB, Jansen VAA (2000) The evolution of syntactic communication. Nature 404:495–468
Padó S, Lapata M (2003) Constructing semantic space models from parsed corpora. In: Proceedings of the 41st annual meeting of the association for computational linguistics (ACL ’03), Sapporo, pp 128–135
Paul C (2004) Investigation of morphology and control in biped locomotion. Ph.D. thesis, Department of Computer Science, University of Zurich Switzerland
Perry S, Manson JH (2003) Traditions in monkeys. Evol Anthropol 12:71–81
Perry S, Baker M, Fedigan L, Gros-Louis J, Jack K, MacKinnon K, Manson J, Panger M, Pyle K, Rose L (2003) Social conventions in wild white-faced capuchin monkeys: evidence for traditions in a neotropical primate. Curr Anthropol 44:241–268
Pinker S, Bloom P (1990) Natural language and natural selection. Behav Brain Sci 13:707–784
Pinker S, Jackendoff R (2005) The faculty of language: what’s special about it? Cognition 95:201–236
Poole JH, Tyack PL, Stoeger-Horwath AS, Watwood S (2005) Elephants are capable of vocal learning. Nature 434:455–456
Pöppel E (1994) Temporal mechanisms in perception. Int Rev Neurobiol 37:185–202
Port RF, van Gelder T (eds) (1995) Mind as motion: explorations in the dynamics of cognition. MIT Press, Cambridge
Raibert MH (1986) Legged robots that balance. MIT Press, Cambridge
Redington M, Chater N, Finch S (1998) Distributional information: a powerful cue for acquiring syntactic categories. Cogn Sci 22:425–469
Roy DK (1999) Learning from sights and sounds: a computational model. Ph.D. thesis, MIT, Media Laboratory
Roy D, Reiter E (2005) Connecting language to the world. Artif Intell 167:1–12
Saffran JR, Aslin RN, Newport EL (1996) Statistical learning by 8-month-old infants. Science 274:1926–1928
Schaal S, Ijspeert A, Billard A (2003) Computational approaches to motor learning by imitation. Philos Trans R Soc Lond B 358:537–547
Sidnera CL, Leea C, Kiddb CD, Lesha N, Richa C (2005) Explorations in engagement for humans and robots. Artif Intell 166:140–164
Simon HA (1995) Explaining the ineffable: AI on the topics of intuition, insight and inspiration. In: Proceedings of the 14th international joint conference on artificial intelligence. Morgan Kaufmann, Montreal
Smirnakis SM, Berry MJ, Warland DK, Bialek W, Meister M (1997) Adaptation of retinal processing to image contrast and spatial scale. Nature 386:69–73
Steedman M (1998) Categorial grammar. In: The MIT encycylopedia of cognitive sciences. MIT Press, Cambridge
Steels L (2003) Evolving grounded communication for robots. Trends Cogn Sci 7:308–312
Steels L, Belpaeme T (2005) Coordinating perceptually grounded categories through language: a case study for colour. Behav Brain Sci 28:469–489
Steels L, Kaplan F (1999) Bootstrapping grounded word semantics. In: Briscoe T (ed) Linguistic evolution through language acquisition: formal and computational models. Cambridge University Press, Cambridge
Steels L, Vogt P (1997) Grounding adaptive language games in robotic agents. In: Husbands C, Harvey I (eds) Proceedings of the fourth European conference on artificial life (ECAL97). MIT Press, London
Sur M, Angelucci A, Sharma J (1999) Rewiring cortex: the role of patterned activity in development and plasticity of neocortical circuits. J Neurobiol 41:33–43
Swingley D (2004) Statistical clustering and the contents of the infant vocabulary. Cogn Pscyhol 50:86–132
Todd PM, Gigerenzer G (2000) Simple heuristics that make us smart. Brain Behav Sci 23:727–741
Tu X (1999) Artificial animals for computer animation: biomechanics, locomotion, perception and behavior. Springer, Heidelberg
Vaneechoutte M, Skoyles J (1998) The memetic origin of language: modern humans as musical primates. J Memet Evol Models Inf Transm 2
van Schaik CP, Ancrenaz M, Borgen G, Galdikas B, Knott CD, Singleton I, Suzuki A, Utami SS, Merrill M (2003) Orangutan cultures and the evolution of material culture. Science 299:102–105
Vogt P (2005) The emergence of compositional structures in perceptually grounded language games. Artif Intell 167:206–242
Waal FBM (1996) Good natured: the origins of right and wrong in humans and other animals. Harvard University Press, Cambridge
Waal FBM, Johanowicz DL (1993) Modification of reconciliation behavior through social experience: an experiment with two macaque species. Child Dev 64:897–908
Weicker K, Weicker N (2001) Burden and benefits of redundancy. In: Martin W, Spears W (eds) Foundations of genetic algorithms 6. Morgan Kaufmann, San Francisco, pp 313–333
Whiten A, Goodall J, McGew WC, Nishida T, Reynolds V, Sugiyama Y, Tutin CEG, Wrangham RW, Boesch C (1999) Cultures in chimpanzees. Nature 399:682–685
Wiemer-Hastings K (1998) Abstract noun classification: using a neural network to match word context and word meaning. Behav Res Methods Instrum Comput 30:264–271
Wittemyer G, Douglas-Hamilton I, Getz WM (2005) The socioecology of elephants: analysis of the processes creating multitiered social structures. Anim Behav 69:1357–1371
Wolpert DH (1996) The lack of a priori distinctions between learning algorithms. Neural Comput 8:1341–1390
Wray A (1998) Protolanguage as a holistic system for social interaction. Lang Commun 18:47–67
Ziemke T (1999) Rethinking grounding. In: Riegler A, Peschl M, Von Stein A (eds) Understanding representation in the cognitive sciences. Plenum Press, New York, pp 177–190
Zuidema WH (2005) The major transitions in the evolution of language. Ph.D. thesis, Theoretical and Applied Linguistics, University of Edinburgh, United Kingdom
Acknowledgments
This article would not exist if not for many long discussions and a little text from Will Lowe. Not that he necessarily agrees with me. Thanks also for extensive comments on earlier drafts to Gert Westermann, and Mark Johnson (who most definitely does not agree with me), and for the comments of the anonymous reviewers. Earlier versions of this article have been presented to the Evolution of Language conference (Leipzig 2004), to Post-Modular Psychology (Glasgow 2005) and to the AI groups at the universities of Plymouth and Utrecht. Thanks to these institutions also for comments and contributions.
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Bryson, J.J. Embodiment versus memetics. Mind & Society 7, 77–94 (2008). https://doi.org/10.1007/s11299-007-0044-4
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DOI: https://doi.org/10.1007/s11299-007-0044-4