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Towards Robot Self-consciousness (I): Brain-Inspired Robot Mirror Neuron System Model and Its Application in Mirror Self-recognition

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Advances in Brain Inspired Cognitive Systems (BICS 2016)

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Abstract

Mirror Self-Recognition is a well accepted test to identify whether an animal is with self-consciousness. Mirror neuron system is believed to be one of the most important biological foundation for Mirror Self-Recognition. Inspired by the biological mirror neuron system of the mammalian brain, we propose a Brain-inspired Robot Mirror Neuron System Model (Robot-MNS-Model) and we apply it to humanoid robots for mirror self-recognition. This model evaluates the similarity between the actual movements of robots and their visual perceptions. The association for self-recognition is supported by STDP learning which connects the correlated visual perception and motor control. The model is evaluated on self-recognition mirror test for 3 humanoid robots. Each robot has to decide which one is itself after a series of random movements facing a mirror. The results show that with the proposed model, multiple robots can pass the self-recognition mirror test at the same time, which is a step forward towards robot self-consciousness.

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Notes

  1. 1.

    Robot Self-Consciousness Project: http://bii.ia.ac.cn/robot-self.

  2. 2.

    Robot Self-Consciousness Project: http://bii.ia.ac.cn/robot-self.

References

  1. Gallup, G.G.J.: Chimpanzees: self recognition. Science 167(3914), 86–87 (1970)

    Article  Google Scholar 

  2. Suarez, S.D., Gallup, G.G.J.: Self-recognition in chimpanzees and orangutans, but not gorillas. J. Hum. Evol. 10(2), 175–188 (1981)

    Article  Google Scholar 

  3. Walraven, V., van Elsacker, L., Verheyen, R.: Reactions of a group of pygmy chimpanzees (Pan paniscus) to their mirror-images: evidence of self-recognition. Primates 36(1), 145–150 (1995)

    Article  Google Scholar 

  4. Patterson, F.G.P., Cohn, R.H.: Self-recognition and self-awareness in lowland gorillas. In: Self-Awareness in Animals and Humans: Developmental Perspectives, pp. 273–290. Cambridge University Press (1994)

    Google Scholar 

  5. Posada, S., Colell, M.: Another gorilla recognizes himself in a mirror. Am. J. Primatol. 69(5), 576–583 (2007)

    Article  Google Scholar 

  6. Plotnik, J.M., Waal, F.D., Reiss, D.: Self-recognition in an Asian elephant. Proc. Natl. Acad. Sci. 103(45), 17053–17057 (2006)

    Article  Google Scholar 

  7. Marten, K., Psarakos, S.: Evidence of self-awareness in the bottlenose dolphin (Tursiops truncatus). In: Self-Awareness in Animals and Humans: Developmental Perspectives, pp. 361–379. Cambridge University Press (1994)

    Google Scholar 

  8. Delfour, F., Martenb, K.: Mirror image processing in three marine mammal species: killer whales (Orcinus orca), false killer whales (Pseudorca crassidens) and California sea lions (Zalophus californianus). Behav. Process. 53(3), 181–190 (2001)

    Article  Google Scholar 

  9. Prior, H., Schwarz, A., Gntrkn, O.: Mirror-induced behavior in the magpie (Pica pica): evidence of self-recognition. PLOS Biol. 6(8), e202 (2008)

    Article  Google Scholar 

  10. Chang, L., Fang, Q., Zhang, S., Poo, M., Gong, N.: Mirror-induced self-directed behaviors in rhesus monkeys after visual-somatosensory training. Curr. Biol. 25(2), 212–217 (2015)

    Article  Google Scholar 

  11. Iacoboni, M., Dapretto, M.: The mirror neuron system and the consequences of its dysfunction. Nat. Rev. Neurosci. 7(12), 942–951 (2006)

    Article  Google Scholar 

  12. Northoff, G., Heinzel, A., de Greck, M., Bermpoh, F., Dobrowolny, H., Panksepp, J.: Self-referential processing in our brainła meta-analysis of imaging studies on the self. NeuroImage 31, 440–457 (2006)

    Article  Google Scholar 

  13. Heatherton, T.F.: Neuroscience of self and selfregulation. Ann. Rev. Psychol. 62, 363–390 (2011)

    Article  Google Scholar 

  14. Denny, B.T., Kober, H., Wager, T.D., Ochsner, K.N.: A meta-analysis of functional neuroimaging studies of self-and other judgments reveals a spatial gradient for mentalizing in medial prefrontal cortex. J. Cogn. Neurosci. 24(8), 1742–1752 (2012)

    Article  Google Scholar 

  15. Thakkar, K.N., Peterman, J.S., Park, S.: Altered brain activation during action imitation and observation in schizophrenia: a translational approach to investigating social dysfunction in schizophrenia. Am. J. Psychiatry 171(5), 539–548 (2014)

    Article  Google Scholar 

  16. Peelen, M.V., Wiggett, A.J., Downing, P.E.: Patterns of fmri activity dissociate overlapping functional brain areas that respond to biological motion. Neuron 49(6), 815–822 (2006)

    Article  Google Scholar 

  17. Perrone, J.A., Thiele, A.: Speed skills: measuring the visual speed analyzing properties of primate MT neurons. Nat. Neurosci. 4(5), 526–532 (2001)

    Google Scholar 

  18. Grossman, E.D., Blake, R.: Brain areas active during visual perception of biological motion. Neuron 35(6), 1167–1175 (2002)

    Article  Google Scholar 

  19. Hamzei, F., Vry, M.S., Saur, D., Glauche, V., Hoeren, M., Mader, I., Weiller, C., Rijntjes, M.: The dual-loop model and the human mirror neuron system: an exploratory combined fMRI and DTI study of the inferior frontal gyrus. Cereb. Cortex 26(5), 2215–2224 (2016)

    Article  Google Scholar 

  20. Georgopoulos, A.P., Schwartz, A.B., Kettner, R.E.: Neuronal population coding of movement direction. Science 233(4771), 1416–1419 (1986)

    Article  Google Scholar 

  21. Sasaki, A.T., Kochiyama, T., Sugiura, M., Tanabe, H.C., Sadato, N.: Neural networks for action representation: a functional magnetic-resonance imaging and dynamic causal modeling study. Front. Hum. Neurosci. 6, 236 (2012)

    Article  Google Scholar 

  22. Mehta, U.M., Thirthalli, J., Aneelraj, D., Jadhav, P., Gangadhar, B.N., Keshavan, M.S.: Mirror neuron dysfunction in schizophrenia and its functional implications: a systematic review. Schizophrenia Res. 160(1–3), 9–19 (2014)

    Article  Google Scholar 

  23. Beyeler, M., Richert, M., Dutt, N.D., Krichmar, J.L.: Efficient spiking neural network model of pattern motion selectivity in visual cortex. Neuroinformatics 12(3), 435–454 (2014)

    Article  Google Scholar 

  24. Escobar, M.J., Wohrer, A., Kornprobst, P., Vieville, T.: Biological motion recognition using a MT-like model. In: Proceedings of the 3rd IEEE Latin American Robotic Symposium, pp. 47–52 (2006)

    Google Scholar 

  25. Bi, G., Poo, M.: Synaptic modification by correlated activity: Hebb’s postulate revisited. Annu. Rev. Neurosci. 24, 139–166 (2001)

    Article  Google Scholar 

  26. Song, S., Miller, K.D., Abbott, L.F.: Competitive hebbian learning through spike-timing-dependent synaptic plasticity. Nat. Neurosci. 3(9), 919–926 (2000)

    Article  Google Scholar 

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Acknowledgment

This study was funded by the Strategic Priority Research Program of the Chinese Academy of Sciences (XDB02060007), and Beijing Municipal Commission of Science and Technology (Z151100000915070, Z161100000216124).

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Correspondence to Yi Zeng .

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Zeng, Y., Zhao, Y., Bai, J. (2016). Towards Robot Self-consciousness (I): Brain-Inspired Robot Mirror Neuron System Model and Its Application in Mirror Self-recognition. In: Liu, CL., Hussain, A., Luo, B., Tan, K., Zeng, Y., Zhang, Z. (eds) Advances in Brain Inspired Cognitive Systems. BICS 2016. Lecture Notes in Computer Science(), vol 10023. Springer, Cham. https://doi.org/10.1007/978-3-319-49685-6_2

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  • DOI: https://doi.org/10.1007/978-3-319-49685-6_2

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