A Gene Regulatory Model for the Development of Primitive Nervous Systems
Jin Y, Schramm L, Sendhoff B (2009)
In: Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Köppen M, Kasabov N, Coghill G (Eds); Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg: 48-55.
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| Veröffentlicht | Englisch
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Autor*in
Jin, YaochuUniBi 
;
Schramm, Lisa;
Sendhoff, Bernhard
;
Schramm, Lisa;
Sendhoff, BernhardHerausgeber*in
Köppen, Mario;
Kasabov, Nikola;
Coghill, George
Abstract / Bemerkung
This paper presents a model for the development of primitive nervous systems in a hydra-like animat controlled by a gene regulatory network. The gene regulatory network consists of structural genes that simulate the main cellular events during neural development at an abstract level, namely, cell division, cell migration, and axon growth, and regulatory genes that control the expression of the structural genes. The developmental model is evolved with an evolutionary algorithm to achieve the correct developmental order. After the genetically controlled neural development is completed, the connectivity and weights of the neural networks are further adapted to allow the animat for performing simple behaviors such as the food catching behavior of a hydra. Our preliminary results suggest that the proposed developmental model is promising for computational simulation of the evolution of neural development for understanding neural organization in biological organisms.
Erscheinungsjahr
2009
Buchtitel
Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I
Serientitel
Lecture Notes in Computer Science
Seite(n)
48-55
ISBN
978-3-642-02489-4
eISBN
978-3-642-02490-0
ISSN
0302-9743
eISSN
1611-3349
Page URI
https://pub.uni-bielefeld.de/record/2978619
Zitieren
Jin Y, Schramm L, Sendhoff B. A Gene Regulatory Model for the Development of Primitive Nervous Systems. In: Köppen M, Kasabov N, Coghill G, eds. Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg; 2009: 48-55.
Jin, Y., Schramm, L., & Sendhoff, B. (2009). A Gene Regulatory Model for the Development of Primitive Nervous Systems. In M. Köppen, N. Kasabov, & G. Coghill (Eds.), Lecture Notes in Computer Science. Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I (pp. 48-55). Berlin, Heidelberg: Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-02490-0_6
Jin, Yaochu, Schramm, Lisa, and Sendhoff, Bernhard. 2009. “A Gene Regulatory Model for the Development of Primitive Nervous Systems”. In Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I, ed. Mario Köppen, Nikola Kasabov, and George Coghill, 48-55. Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg.
Jin, Y., Schramm, L., and Sendhoff, B. (2009). “A Gene Regulatory Model for the Development of Primitive Nervous Systems” in Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I, Köppen, M., Kasabov, N., and Coghill, G. eds. Lecture Notes in Computer Science (Berlin, Heidelberg: Springer Berlin Heidelberg), 48-55.
Jin, Y., Schramm, L., & Sendhoff, B., 2009. A Gene Regulatory Model for the Development of Primitive Nervous Systems. In M. Köppen, N. Kasabov, & G. Coghill, eds. Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Lecture Notes in Computer Science. Berlin, Heidelberg: Springer Berlin Heidelberg, pp. 48-55.
Y. Jin, L. Schramm, and B. Sendhoff, “A Gene Regulatory Model for the Development of Primitive Nervous Systems”, Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I, M. Köppen, N. Kasabov, and G. Coghill, eds., Lecture Notes in Computer Science, Berlin, Heidelberg: Springer Berlin Heidelberg, 2009, pp.48-55.
Jin, Y., Schramm, L., Sendhoff, B.: A Gene Regulatory Model for the Development of Primitive Nervous Systems. In: Köppen, M., Kasabov, N., and Coghill, G. (eds.) Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Lecture Notes in Computer Science. p. 48-55. Springer Berlin Heidelberg, Berlin, Heidelberg (2009).
Jin, Yaochu, Schramm, Lisa, and Sendhoff, Bernhard. “A Gene Regulatory Model for the Development of Primitive Nervous Systems”. Advances in Neuro-Information Processing. 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Ed. Mario Köppen, Nikola Kasabov, and George Coghill. Berlin, Heidelberg: Springer Berlin Heidelberg, 2009. Lecture Notes in Computer Science. 48-55.
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