A neural network-based analysis of acoustic courtship signals and female responses in Chorthippus biguttulus grasshoppers

Wittmann J, Kolß M, Reinhold K (2011)
Journal of Computational Neuroscience 31(1): 105-115.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
Download
Es wurden keine Dateien hochgeladen. Nur Publikationsnachweis!
Abstract / Bemerkung
In many animal species, male acoustic courtship signals are evaluated by females for mate choice. At the behavioural level, this phenomenon has been well studied. However, although several song characteristics have been determined to affect the attractiveness of a given song, the mechanisms of the evaluation process remain largely unclear. Here, we present a simple neural network model for analysing and evaluating courtship songs of Chorthippus biguttulus males in real-time. The model achieves a high predictive power of the attractiveness of artificial songs as assigned by real Chorthippus biguttulus females: about 87% of the variance can be explained. It also allows us to determine the relative contribution of different song characteristics to overall attractiveness and how each of the song components influences female responsiveness. In general, the obtained results closely match those of empirical studies. Therefore, our model may be used to obtain a first estimate of male song attractiveness and may thus complement actual testing of female responsiveness in the laboratory. In addition, the model allows including and testing novel song parameters to generate new hypotheses for further experimental studies. The supplemental material of this article contains the article's data in an active, re-usable format.
Erscheinungsjahr
2011
Zeitschriftentitel
Journal of Computational Neuroscience
Band
31
Ausgabe
1
Seite(n)
105-115
ISSN
0929-5313
eISSN
1573-6873
Page URI
https://pub.uni-bielefeld.de/record/2372240

Zitieren

Wittmann J, Kolß M, Reinhold K. A neural network-based analysis of acoustic courtship signals and female responses in Chorthippus biguttulus grasshoppers. Journal of Computational Neuroscience. 2011;31(1):105-115.
Wittmann, J., Kolß, M., & Reinhold, K. (2011). A neural network-based analysis of acoustic courtship signals and female responses in Chorthippus biguttulus grasshoppers. Journal of Computational Neuroscience, 31(1), 105-115. https://doi.org/10.1007/s10827-010-0299-3
Wittmann, J., Kolß, M., and Reinhold, K. (2011). A neural network-based analysis of acoustic courtship signals and female responses in Chorthippus biguttulus grasshoppers. Journal of Computational Neuroscience 31, 105-115.
Wittmann, J., Kolß, M., & Reinhold, K., 2011. A neural network-based analysis of acoustic courtship signals and female responses in Chorthippus biguttulus grasshoppers. Journal of Computational Neuroscience, 31(1), p 105-115.
J. Wittmann, M. Kolß, and K. Reinhold, “A neural network-based analysis of acoustic courtship signals and female responses in Chorthippus biguttulus grasshoppers”, Journal of Computational Neuroscience, vol. 31, 2011, pp. 105-115.
Wittmann, J., Kolß, M., Reinhold, K.: A neural network-based analysis of acoustic courtship signals and female responses in Chorthippus biguttulus grasshoppers. Journal of Computational Neuroscience. 31, 105-115 (2011).
Wittmann, Jan, Kolß, Munjong, and Reinhold, Klaus. “A neural network-based analysis of acoustic courtship signals and female responses in Chorthippus biguttulus grasshoppers”. Journal of Computational Neuroscience 31.1 (2011): 105-115.

4 Zitationen in Europe PMC

Daten bereitgestellt von Europe PubMed Central.

The courtship song of fanning males in the fruit fly parasitoid Psyttalia concolor (Szépligeti) (Hymenoptera: Braconidae).
Canale A, Benelli G, Lanzo F, Giannotti P, Mazzoni V, Lucchi A., Bull Entomol Res 103(3), 2013
PMID: 23302745
Critical song features for auditory pattern recognition in crickets.
Meckenhäuser G, Hennig RM, Nawrot MP., PLoS One 8(2), 2013
PMID: 23437054

51 References

Daten bereitgestellt von Europe PubMed Central.

Song pattern recognition in the grasshopper Chorthippus biguttulus: the mechanism of syllable onset and offset detection.
Balakrishnan R, von Helversen D, von Helversen O., J. Comp. Physiol. A 187(4), 2001
PMID: 11467498

JW, 1998

RR, 1955

GM, American Naturalist 146(), 1995
Recurrent neural networks and robust time series prediction.
Connor JT, Martin RD, Atlas LE., IEEE Trans Neural Netw 5(2), 1994
PMID: 18267794

MJ, 1993
Timescale-invariant representation of acoustic communication signals by a bursting neuron.
Creutzig F, Wohlgemuth S, Stumpner A, Benda J, Ronacher B, Herz AV., J. Neurosci. 29(8), 2009
PMID: 19244533
Timescale-invariant pattern recognition by feedforward inhibition and parallel signal processing.
Creutzig F, Benda J, Wohlgemuth S, Stumpner A, Ronacher B, Herz AV., Neural Comput 22(6), 2010
PMID: 20141475

A, AI & Society 17(), 2003

KR, IEEE Transactions on Speech and Audio Processing 2(), 1994

RA, 1930

K, Neural Networks 1(), 1988

LC, Machine Learning 44(), 2001
A novel objective function for improved phoneme recognition using time-delay neural networks.
Hampshire JB, Waibel AH., IEEE Trans Neural Netw 1(2), 1990
PMID: 18282838

G, Biological Cybernetics 73(), 1995

D, Journal of Comparative Physiology A 81(), 1972

O, Verhandlungen der Deutschen Zoologischen Gesellschaft 1979(), 1979

D, Journal of Comparative Physiology A 172(), 1993

D, Journal of Comparative Physiology A 104(), 1975

D, 1983

D, 1994

D, Journal of Comparative Physiology A 180(), 1997

D, Biological Cybernetics 79(), 1998

RM, Journal of Comparative Physiology A 180(), 1997
Processing of auditory information in insects.
Hennig RM, Franz A, Stumpner A., Microsc. Res. Tech. 63(6), 2004
PMID: 15252878

K, Animal Behaviour 65(), 2003

H, Naturwissenschaften 76(), 1989

CK, Journal of Neuroscience 21(), 2001
Single auditory neurons rapidly discriminate conspecific communication signals.
Machens CK, Schutze H, Franz A, Kolesnikova O, Stemmler MB, Ronacher B, Herz AV., Nat. Neurosci. 6(4), 2003
PMID: 12652305

M, 1969
Evolutionarily conserved coding properties of auditory neurons across grasshopper species.
Neuhofer D, Wohlgemuth S, Stumpner A, Ronacher B., Proc. Biol. Sci. 275(1646), 2008
PMID: 18505715
Fluctuating asymmetry: a biological monitor of environmental and genomic stress.
Parsons PA., Heredity (Edinb) 68 ( Pt 4)(), 1992
PMID: 1563968
Neural networks predict response biases of female tungara frogs.
Phelps SM, Ryan MJ., Proc. Biol. Sci. 265(1393), 1998
PMID: 9523430
A pyramidal neural network for visual pattern recognition.
Phung SL, Bouzerdoum A., IEEE Trans Neural Netw 18(2), 2007
PMID: 17385623

K, Animal Behaviour 64(), 2002

DE, 1986

DE, Nature 323(), 1986

MJ, 1985

K, Ethology 112(), 2006

K, Journal of Comparative Physiology A 155(), 1984
The role of frequency, phase and time for processing of amplitude modulated signals by grasshoppers.
Schmidt A, Ronacher B, Hennig RM., J. Comp. Physiol. A Neuroethol. Sens. Neural. Behav. Physiol. 194(3), 2007
PMID: 18043922

A, Journal of Experimental Biology 158(), 1991

A, Neurocomputing 55(), 2003

A, IEEE Transactions on Acoustics, Speech, and Signal Processing 37(), 1989

T, 1989
Mate selection-a selection for a handicap.
Zahavi A., J. Theor. Biol. 53(1), 1975
PMID: 1195756

A, 2000

Export

Markieren/ Markierung löschen
Markierte Publikationen

Open Data PUB

Web of Science

Dieser Datensatz im Web of Science®

Quellen

PMID: 21174226
PubMed | Europe PMC

Suchen in

Google Scholar