Abstract
Using a matching automaton motivated by the Stable Marriage Problem (SMP), we discuss an adaptive behavior observed in audio sensory systems. The matching automaton with two disjoint sets of adaptive agents will adapt to the environment by using a degree of freedom in the automata. Further, we also discuss an asymmetry between the environment side and cognitive side which plays a critical role. When the diversity in the environment is lowered, the cognitive side is induced to adapt to the environment by reorganizing resources that were assigned to less important functions.
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References
Ishida, Y., Hayashi, T.: Asymmetric phenomena of segregation and integration in biological systems: A matching automaton. In: Velásquez, J.D., RÃos, S.A., Howlett, R.J., Jain, L.C. (eds.) KES 2009. LNCS, vol. 5712, pp. 789–796. Springer, Heidelberg (2009)
Gale, D., Shapley, L.S.: College admissions and the stability of marriage. American Mathematical Monthly 69, 9–15 (1962)
Gusfield, D., Irving, R.W.: The Stable Marriage Problem: Structure and Algorithm. MIT Press, London (1989)
Edelman, G.M., Finkel, L.H.: Neuronal group selection in the cerebral cortex. In: Edelman, G.M., Gall, W.E., Cowan, W.M. (eds.) Dynamic Aspects of Neocortical Function, pp. 653–695. John Wiley & Sons, New York (1984)
Reeke Jr., G.N., Edelman, G.M.: Selective networks and recognition automata. Ann. N. Y. Acad. Sci. 426, 181–201 (1984)
Sporns, O., Chialvo, D., Kaiser, M., Hilgetag, C.C.: Organization, development and function of complex brain networks. Trends in Cognitive Sciences 8, 418–425 (2004)
Bao, S., Chan, V.T., Merzenich, M.M.: Cortical remodelling induced by activity of ventral tegmental dopamine neurons. Nature 412(6842), 79–83 (2001)
Talwar, S.K., Gerstein, G.L.: Reorganization in awake rat auditory cortex by local microstimulation and its effect on frequency discrimination behavior. Journal of Neurophysiology 86, 1555–1572 (2001)
Kilgard, M.P., Pandya, P.K., Vazquez, J., Gehi, A., Schreiner, C.E., Merzenich, M.M.: Sensory Input Directs Spatial and Temporal Plasticity in Primary Auditory Cortex. J. Neurophysiol. 86(1), 326–338 (2001)
Benjamin, A.T., Converse, C., Krieger, H.A.: How do I marry thee? Let me count the ways! Discrete Applied Mathematics 59, 285–292 (1995)
Ishida, Y.: Immunity-Based Systems: a design perspective. Springer, Heidelberg (2004)
Takeuchi, Y.: Global Dynamical Properties of Lotka. World Scientific, Singapore (1996)
Hopfield, J.J.: Neural network and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Sciences of the United States of America 79(8), 2554–2558 (1982)
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Ishida, Y., Sasaki, K. (2011). Asymmetric Structure between Two Sets of Adaptive Agents: An Approach Using a Matching Automaton. In: König, A., Dengel, A., Hinkelmann, K., Kise, K., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based and Intelligent Information and Engineering Systems. KES 2011. Lecture Notes in Computer Science(), vol 6884. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23866-6_38
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DOI: https://doi.org/10.1007/978-3-642-23866-6_38
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