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2016 | OriginalPaper | Chapter

Synapses in Digital Medium: Computational Investigations of Neural Basis of Anticipation

Authors : Slawomir J. Nasuto, Yoshikatsu Hayashi

Published in: Anticipation Across Disciplines

Publisher: Springer International Publishing

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Abstract

Anticipation is an emerging concept that can provide a bridge between the deepest philosophical theories about the nature of life and cognition on one hand and the empirical biological sciences steeped in reductionist and Newtonian conception of causality. Three conceptions of anticipation have been emerging from the literature that may be operationalised in a way leading to a viable empirical programme. The discussion of the research into a novel dynamical concept of anticipating synchronisation lends credence to such a possibility and suggests further links between the three anticipation paradigms. A careful progress mindful to the deep philosophical concerns but also respecting empirical evidence will ultimately lead towards unifying theoretical and empirical biological sciences and may offer progress where reductionist science have been so far faltering.

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Literature
1.
go back to reference Bickhard, M.H.: The biological foundations of cognitive science. New Ideas Psychol. 27(1), 75–84 (2009)CrossRef Bickhard, M.H.: The biological foundations of cognitive science. New Ideas Psychol. 27(1), 75–84 (2009)CrossRef
2.
go back to reference Rosen, R.: Anticipatory Systems: Philosophical, Mathematical, and Methodological Foundations, 2nd edn. Springer, New York (2012) Rosen, R.: Anticipatory Systems: Philosophical, Mathematical, and Methodological Foundations, 2nd edn. Springer, New York (2012)
3.
go back to reference Freddolino, P.L., Tavazoie, S.: Beyond homeostasis: a predictive-dynamic framework for understanding cellular behavior. Ann. Rev. Cell Dev. Biol. 28, 363–384 (2012)CrossRef Freddolino, P.L., Tavazoie, S.: Beyond homeostasis: a predictive-dynamic framework for understanding cellular behavior. Ann. Rev. Cell Dev. Biol. 28, 363–384 (2012)CrossRef
4.
go back to reference Novoplansky, A.: Future Perception in Plants, this volume (2015) Novoplansky, A.: Future Perception in Plants, this volume (2015)
5.
go back to reference Maturana, H.R., Varela, F.J.: Autopoiesis and Cognition: The Realization of the Living. Reidel Publishing, Dordecht (1980) Maturana, H.R., Varela, F.J.: Autopoiesis and Cognition: The Realization of the Living. Reidel Publishing, Dordecht (1980)
6.
go back to reference Nadin, M.: G-Complexity, quantum computation and anticipatory processes. Comput. Commun. Collab. 2(1), 16–34 (2014) Nadin, M.: G-Complexity, quantum computation and anticipatory processes. Comput. Commun. Collab. 2(1), 16–34 (2014)
7.
go back to reference Bechtel, W.: Addressing the vitalists’ challenge to mechanistic science: dynamic mechanistic explanation. In: Normandin, S., Wolf, C. (eds.) Vitalism and the Scientific Image in Post-Enlightenment Science, 1800–2010. Springer, Dordrecht (2013) Bechtel, W.: Addressing the vitalists’ challenge to mechanistic science: dynamic mechanistic explanation. In: Normandin, S., Wolf, C. (eds.) Vitalism and the Scientific Image in Post-Enlightenment Science, 1800–2010. Springer, Dordrecht (2013)
8.
go back to reference Nadin, M.: Anticipation. Int. J. Gen. Syst. 39(1), 35–133, (2010) Nadin, M.: Anticipation. Int. J. Gen. Syst. 39(1), 35–133, (2010)
9.
go back to reference Nadin, M.: Rich evidence: anticipation research in progress. In: Nadin, M. (ed.) Anticipation, International Journal of General Systems (Special edition) vol. 41, issue 1, pp. 1–3 (2012) Nadin, M.: Rich evidence: anticipation research in progress. In: Nadin, M. (ed.) Anticipation, International Journal of General Systems (Special edition) vol. 41, issue 1, pp. 1–3 (2012)
10.
go back to reference Louie, A.H.: Robert Rosen’s anticipatory systems. Foresight 12(3), 18–29 (2010)CrossRef Louie, A.H.: Robert Rosen’s anticipatory systems. Foresight 12(3), 18–29 (2010)CrossRef
11.
go back to reference Dubois, D.M.: Introduction to computing anticipatory systems. Int. J. Comput. Anticipatory Syst. 2, 3–14 (1998)CrossRef Dubois, D.M.: Introduction to computing anticipatory systems. Int. J. Comput. Anticipatory Syst. 2, 3–14 (1998)CrossRef
12.
go back to reference Dubois, D.M.: Mathematical foundations of discrete and functional systems with strong and weak anticipations. In: Butz, M., et al. (eds.) Anticipatory Behavior, LNAI 2684, pp. 110–132 (2003) Dubois, D.M.: Mathematical foundations of discrete and functional systems with strong and weak anticipations. In: Butz, M., et al. (eds.) Anticipatory Behavior, LNAI 2684, pp. 110–132 (2003)
13.
go back to reference Stepp, N., Turvey, M.T.: On strong anticipation. Cogn. Syst. Res. 11(2), 148 (2010) Stepp, N., Turvey, M.T.: On strong anticipation. Cogn. Syst. Res. 11(2), 148 (2010)
14.
go back to reference Bickhard, M.H.: The anticipatory brain: two approaches. In: Müller, V.C. (ed.) Fundamental Issues of Artificial Intelligence. Springer, Berlin (Synthese Library), (forthcoming, 2014) Bickhard, M.H.: The anticipatory brain: two approaches. In: Müller, V.C. (ed.) Fundamental Issues of Artificial Intelligence. Springer, Berlin (Synthese Library), (forthcoming, 2014)
15.
go back to reference Voss, H.U.: Anticipating chaotic synchronization. Phys. Rev. E 61(5), 5115 (2000)CrossRef Voss, H.U.: Anticipating chaotic synchronization. Phys. Rev. E 61(5), 5115 (2000)CrossRef
16.
go back to reference Ciszak, M., Toral, R., Mirasso, C.: Coupling and feedback effects in excitable systems: anticipated synchronisation. Mod. Phys. Lett. 18(23), 1135–1155 (2004)CrossRef Ciszak, M., Toral, R., Mirasso, C.: Coupling and feedback effects in excitable systems: anticipated synchronisation. Mod. Phys. Lett. 18(23), 1135–1155 (2004)CrossRef
17.
go back to reference Shepherd, G.M. (ed.): The Synaptic Organization of the Brain, 5th edn. Oxford University Press, Oxford (2003) Shepherd, G.M. (ed.): The Synaptic Organization of the Brain, 5th edn. Oxford University Press, Oxford (2003)
18.
go back to reference Deacon, T.: Incomplete Nature. Norton & Co, New York (2011) Deacon, T.: Incomplete Nature. Norton & Co, New York (2011)
19.
go back to reference Voss, H.U.: Dynamic long-term anticipation of chaotic states. Phys. Rev. E 87(1), 14102 (2001) Voss, H.U.: Dynamic long-term anticipation of chaotic states. Phys. Rev. E 87(1), 14102 (2001)
20.
go back to reference Pyragas, K., Pyragienè, T.: Coupling design for a long-term anticipating synchronisation of chaos. Phys. Rev. E 78(4), 46217 (2008)CrossRef Pyragas, K., Pyragienè, T.: Coupling design for a long-term anticipating synchronisation of chaos. Phys. Rev. E 78(4), 46217 (2008)CrossRef
21.
go back to reference Calvo, O., Chialvo, D.R., Eguiluz, V.M., Mirasso, C., Toral, R.: Anticipated synchronisation: a metaphorical linear view. Chaos 14(1), 7–13 (2004)CrossRef Calvo, O., Chialvo, D.R., Eguiluz, V.M., Mirasso, C., Toral, R.: Anticipated synchronisation: a metaphorical linear view. Chaos 14(1), 7–13 (2004)CrossRef
22.
go back to reference Stepp, N., Frank, T.D.: A data-analysis method for decomposing synchronisation variability of anticipatory systems into stochastic and deterministic components. Eur. Phys. J. B 67, 251–257 (2009)CrossRef Stepp, N., Frank, T.D.: A data-analysis method for decomposing synchronisation variability of anticipatory systems into stochastic and deterministic components. Eur. Phys. J. B 67, 251–257 (2009)CrossRef
23.
go back to reference Pyragienè, T., Pyragas, K.: Anticipating spike synchronisation in nonidentical chaotic neurons. Nonlinear Dyn. 74, 297–306 (2013)CrossRef Pyragienè, T., Pyragas, K.: Anticipating spike synchronisation in nonidentical chaotic neurons. Nonlinear Dyn. 74, 297–306 (2013)CrossRef
24.
go back to reference Matias, F.S., Carelli, P.V., Mirasso, C.R., Copelli, M.: Anticipated synchronisation in a biologically plausible model of neuronal motifs. asXiv:1109.2083v1 (2011) Matias, F.S., Carelli, P.V., Mirasso, C.R., Copelli, M.: Anticipated synchronisation in a biologically plausible model of neuronal motifs. asXiv:1109.2083v1 (2011)
25.
go back to reference Matias, F.S., Carelli, P.V., Mirasso, C.R., Copelli, M.: The interplay between STDP rules and anticipated synchronisation in the organisation of neuronal networks. BMC Neurosci. 14(Suppl 1), P71 (2013) Matias, F.S., Carelli, P.V., Mirasso, C.R., Copelli, M.: The interplay between STDP rules and anticipated synchronisation in the organisation of neuronal networks. BMC Neurosci. 14(Suppl 1), P71 (2013)
26.
go back to reference Lisman, J., Spruston, N.: Questions about STDP as a general model of synaptic plasticity. Front. Synaptic Neurosci. 2(140), 1–5 (2010) Lisman, J., Spruston, N.: Questions about STDP as a general model of synaptic plasticity. Front. Synaptic Neurosci. 2(140), 1–5 (2010)
27.
go back to reference Watt, A.J., Desai, N.S.: Homeostatic plasticity and STDP: keeping a neuron’s cool in a fluctuating world. Front. Synaptic Neurosci. 2(5), 1–16 (2010) Watt, A.J., Desai, N.S.: Homeostatic plasticity and STDP: keeping a neuron’s cool in a fluctuating world. Front. Synaptic Neurosci. 2(5), 1–16 (2010)
28.
go back to reference Matias, F.S., Gollo, L.L., Carelli, P.V., Bressler, S.L., Copelli, M., Mirasso, C.R.: Modelling positive Granger causality and negative phase lag between cortical areas. Neuroimage 99, 411–418 (2014)CrossRef Matias, F.S., Gollo, L.L., Carelli, P.V., Bressler, S.L., Copelli, M., Mirasso, C.R.: Modelling positive Granger causality and negative phase lag between cortical areas. Neuroimage 99, 411–418 (2014)CrossRef
29.
go back to reference Brovelli, A., Ding, M., Ledberg, A., Chen, Y., Nakamura, R., Bressler, S.L.: Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality. Proc. Natl. Acad. Sci. U. S. A. 101, 9849–9854 (2004) Brovelli, A., Ding, M., Ledberg, A., Chen, Y., Nakamura, R., Bressler, S.L.: Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality. Proc. Natl. Acad. Sci. U. S. A. 101, 9849–9854 (2004)
30.
go back to reference Blake, J., Nasuto, S.J., Hayashi, Y.: Anticipatory Engineering: Anticipation in Sensory-Motor Systems of Human (this volume) (2015) Blake, J., Nasuto, S.J., Hayashi, Y.: Anticipatory Engineering: Anticipation in Sensory-Motor Systems of Human (this volume) (2015)
31.
go back to reference Nasuto, S.J., Bishop, J.M.: Of (zombie) mice and animats. In: Theory and Philosophy of Artificial Intelligence. Springer, Berlin (2012) Nasuto, S.J., Bishop, J.M.: Of (zombie) mice and animats. In: Theory and Philosophy of Artificial Intelligence. Springer, Berlin (2012)
Metadata
Title
Synapses in Digital Medium: Computational Investigations of Neural Basis of Anticipation
Authors
Slawomir J. Nasuto
Yoshikatsu Hayashi
Copyright Year
2016
DOI
https://doi.org/10.1007/978-3-319-22599-9_12

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