A Neuromodulation Model for Adaptive Behavior Selection by the Cricket – Nitric Oxide (NO)/Cyclic Guanosine MonoPhosphate (cGMP) Cascade Model –
Kuniaki Kawabata*, Tomohisa Fujiki**, Yusuke Ikemoto**,
Hitoshi Aonuma***, and Hajime Asama**
*RIKEN, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan
**RACE, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8568, Japan
***RIES, Hokkaido University, Sapporo 060-0812, Japan
Physiological research has shown the importance of neuromodulators such as nitric oxide (NO) in the pheromone behavior such as fighting behavior in insects. We focused on modeling function of neuromodulator in fighting behavior of crickets, and to emerge adaptive behavior selection by synthetic approach. In this paper, we propose a model for adaptive behavior selection by nitric oxide (NO)/cyclic guanosine monophosphate (cGMP) cascade based on the physiological knowledge, and discuss the result of computer simulation.
Hitoshi Aonuma, and Hajime Asama, “A Neuromodulation Model for Adaptive Behavior Selection by the Cricket – Nitric Oxide (NO)/Cyclic Guanosine MonoPhosphate (cGMP) Cascade Model –,” J. Robot. Mechatron., Vol.19, No.4, pp. 388-394, 2007.
-  J. J. Hopfield, “Neural Networks and Physical Systems with Emergent Collective Computational Abilities,” Proc. of the National Academy of Sciences U.S.A., 79, pp. 2554-2558, 1982.
-  R. S. Sutton and A. G. Barto, “Reinforcement Learning: An Introduction,” The MIT Press, 2000.
-  K. Takakusaki and H. Asama, “Mobiligence: Understanding the Intelligence through Behavioral Expressions by Means of Constructive and Biological Approaches,” Journal of the Society of Instrument and Control Engineers, 44, 9, pp. 580-589, 2005 (in Japanese).
-  P. Meyrand, J. Simmers, and M. Moulins, “Construction of a pattern-generating circuit with neurons of different networks,” Nature, 351, pp. 60-63, 1991.
-  H. Aonuma and R. Kanzaki, “Systematic Understanding of Neuronal Mechanisms for Adaptive Behavior in Changing Environment,” Proc. of the 1st Int. Symposium on Mobiligence, pp. 63-66, 2005.
-  T. Smith, P. Husbands, A. Philippides, and M. O’Shea, “Neural Plasticity and Temporal Adaptivity: GasNet Robot Control Networks,” Adaptive Behavior, 10, pp. 161-183, 2002.
-  A. Philippides, P. Husbands, T. Smith, and M. O’Shea, “Flexible Coupling: Diffusing Neuromodulators and Adaptive Robotics,” Artificial Life, 11, pp. 139-160, 2005.
-  T. Kondo, A. Ishiguro, Y. Uchikawa, and P. Eggenberger, “Autonomous Robot Control by a Neural Network with Dynamically-Rearranging Function,” Proc. of the 4th International Symposium on Artificial Life and Robotics (AROB99), Vol.1, pp. 324-329, 1999.
-  J. Nagamoto, H. Aonuma, and M. Hisada, “Discrimination of Conspecific Individuals via Cuticular Pheromones by Males of Cricket Gryllus bimaculatus,” Zoological Science, 22, pp. 1079-1088, 2005.
-  H. Aonuma, M. Iwasaki, and K. Niwa, “Role of NO Signaling in Switching Mechanisms in the Nervous System of Insect,” Proc. SICE Ann. Conf. CD-ROM, pp. 2477-2482, 2004 (in Japanese).
-  A. Philippides, P. Husbands, and M. O’Shea, “Four-dimensional Neural Signaling by Nitric Oxide: A Computational Analysis,” J. Neuroscience, 10, pp. 1199-1207, 2000.
-  H. Aonuma and K. Niwa, “Nitric Oxide Regulates the Levels of cGMP Accumulation in the Cricket Brain,” Acta Biologica Hungarica, 55, pp. 65-70, 2004.
-  Y. Matsumoto, S. Unoki, H. Aonuma, and M. Mizunami, “Nitric Oxide-cGMP Signaling is Critical for cAMP-dependent Long-term Memory Formation,” Learning & Memory, 13(1), pp. 35-44, 2006.
-  E. Bonabeau, G. Theraulaz, and J.-L. Deneubourg, “Mathematical Model of Self-Organizing Hierarchies in Animal Societies,” Bulletin of Mathematical Biology, 58, 4, pp. 661-717, 1996.
-  S. A. Adamo, C. E. Linn, and R. R. Hoy, “The Role of Neurohormonal Octopamine During ‘Fight or Flight’ Behaviour in the Field Cricket GRYLLUS BIMACULATUS,” The Journal of Experimental Biology, 198, pp. 1691-1700, 1995.
-  P. A. Stevenson, V. Dynakonova, and K. Schildberger, “Octopamine and Experience-Dependent Modulation of Aggression in Crickets,” The Journal of Neuroscience, 25(6), pp. 1431-1441, 2005.
-  M. Ashikaga, T. Hiraguchi, M. Sakura, H. Aonuma, and J. Ota, “Modeling of adaptive behaviors in crickets,” Proc. of SICE Symposium on Decentralized Autonomous Systems, pp. 189-194, 2005 (in Japanese).
-  M. Ashikaga, T. Hiraguchi, M. Sakura, H. Aonuma, and J. Ota, “Modeling behavior of artificial crickets,” 6th Forum of European Neuroscience, A129.1, 2006.
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