A Direction Sensitive Network Based on a Biophysical Neurone Model

Iske B, Löffler A, Rückert U (2002)
In: Artificial Neural Networks- ICANN 2002. Dorronsoro JR (Ed); Lecture notes in computer science, 2415. Madrid, Spain: Springer-Verlag: 153-159.

Konferenzbeitrag | Veröffentlicht | Englisch
 
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Autor*in
Iske, Burkhard; Löffler, Axel; Rückert, UlrichUniBi
Herausgeber*in
Dorronsoro, José R.
Abstract / Bemerkung
To our understanding, modelling the dynamics of brain functions on cell level is essential to develop both a deeper understanding and classification of the experimental data as well as a guideline for further research. This paper now presents the implementation and training of a direction sensitive network on the basis of a biophisical neurone model including synaptic excitation, dendritic propagation and action-potential generation. The underlying model not only describes the functional aspects of neural signal processing, but also provides insight into their underlying energy consumption. Moreover, the training data set has been recorded by means of a real robotics system, thus bridging the gap to technical applications.
Erscheinungsjahr
2002
Titel des Konferenzbandes
Artificial Neural Networks- ICANN 2002
Band
2415
Seite(n)
153-159
ISBN
9783540440741
ISSN
0302-9743
Page URI
https://pub.uni-bielefeld.de/record/2288597

Zitieren

Iske B, Löffler A, Rückert U. A Direction Sensitive Network Based on a Biophysical Neurone Model. In: Dorronsoro JR, ed. Artificial Neural Networks- ICANN 2002. Lecture notes in computer science. Vol 2415. Madrid, Spain: Springer-Verlag; 2002: 153-159.
Iske, B., Löffler, A., & Rückert, U. (2002). A Direction Sensitive Network Based on a Biophysical Neurone Model. In J. R. Dorronsoro (Ed.), Lecture notes in computer science: Vol. 2415. Artificial Neural Networks- ICANN 2002 (pp. 153-159). Madrid, Spain: Springer-Verlag. doi:10.1007/3-540-46084-5_26
Iske, B., Löffler, A., and Rückert, U. (2002). “A Direction Sensitive Network Based on a Biophysical Neurone Model” in Artificial Neural Networks- ICANN 2002, Dorronsoro, J. R. ed. Lecture notes in computer science, vol. 2415, (Madrid, Spain: Springer-Verlag), 153-159.
Iske, B., Löffler, A., & Rückert, U., 2002. A Direction Sensitive Network Based on a Biophysical Neurone Model. In J. R. Dorronsoro, ed. Artificial Neural Networks- ICANN 2002. Lecture notes in computer science. no.2415 Madrid, Spain: Springer-Verlag, pp. 153-159.
B. Iske, A. Löffler, and U. Rückert, “A Direction Sensitive Network Based on a Biophysical Neurone Model”, Artificial Neural Networks- ICANN 2002, J.R. Dorronsoro, ed., Lecture notes in computer science, vol. 2415, Madrid, Spain: Springer-Verlag, 2002, pp.153-159.
Iske, B., Löffler, A., Rückert, U.: A Direction Sensitive Network Based on a Biophysical Neurone Model. In: Dorronsoro, J.R. (ed.) Artificial Neural Networks- ICANN 2002. Lecture notes in computer science. 2415, p. 153-159. Springer-Verlag, Madrid, Spain (2002).
Iske, Burkhard, Löffler, Axel, and Rückert, Ulrich. “A Direction Sensitive Network Based on a Biophysical Neurone Model”. Artificial Neural Networks- ICANN 2002. Ed. José R. Dorronsoro. Madrid, Spain: Springer-Verlag, 2002.Vol. 2415. Lecture notes in computer science. 153-159.

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