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

Journal of Computational Neuroscience

Volumn 31, Issue 1, 2011, Pages 105-115

  Wittmann, Jan P ^a   Kolss, Munjong ^a   Reinhold, Klaus ^a  

^a BIELEFELD UNIVERSITY   (Germany)

Author keywords

Acoustic signals; Chorthippus biguttulus; Courtship songs; Mate choice; Neural network model; Sexual selection

Indexed keywords

ACOUSTIC SIGNALS; ANIMAL SPECIES; BEHAVIORAL LEVEL; CHORTHIPPUS BIGUTTULUS; COURTSHIP SONG; MATE CHOICE; NETWORK-BASED ANALYSIS; NEURAL NETWORK MODEL; NEURAL-NETWORKS; SEXUAL SELECTION;

NEURAL NETWORK MODELS;

ANALYTIC METHOD; ANALYTICAL PARAMETERS; ANIMAL BEHAVIOR; ANIMAL EXPERIMENT; ARTIFICIAL NEURAL NETWORK; AUDITORY RESPONSE; COGNITION; COURTSHIP; FEMALE; GRASSHOPPER; MATE CHOICE; MATHEMATICAL COMPUTING; MATHEMATICAL MODEL; NERVE CELL NETWORK; NONHUMAN; PREDICTIVE VALUE; PRIORITY JOURNAL; REVIEW; SEXUAL SELECTION; SIGNAL TRANSDUCTION; STIMULUS RESPONSE;

EID: 80052448218     PISSN: 09295313     EISSN: 15736873     Source Type: Journal    
DOI: 10.1007/s10827-010-0299-3     Document Type: Review

References (51)

1. R Balakrishnan D von Helversen O von Helversen 2001 Song pattern recognition in the grasshopper Chorthippus biguttulus: the mechanism of syllable onset and offset detection Journal of Comparative Physiology A 187 255 264 10.1007/s003590100197 1:STN:280:DC%2BD38%2FitlWnuw%3D%3D (Pubitemid 32620722)
2. Bradbury, J. W.; & Vehrencamp, S. (1998). Principles of animal communication. Massachusetts: Sinauer Associates Inc.
3. WD Brown J Wideman MCB Andrade AC Mason DT Gwynne 1996 Female choice for an indicator of male size in the song of the black-horned tree cricket Oecanthus nigricornis (Orthoptera: Gryllidae: Oecanthinae) Evolution 50 2400 2411 10.2307/2410708
4. Bush, R. R.; & Mosteller, F. (1955). Stochastic models for learning. New York: Wiley.
5. GM Clarke 1995 The genetic basis of developmental stability. II. Asymmetry of extreme phenotypes revisited American Naturalist 146 708 725 10.1086/285821 (Pubitemid 3003488)
6. JT Connor RD Martin LE Atlas 1994 Recurrent neural networks and robust time series prediction IEEE Transactions on Neural Networks 5 240 254 18267794 10.1109/72.279188 1:STN:280:DC%2BD1c7gvFamsg%3D%3D
7. Crawley, M. J. (1993). GLIM for ecologists. Oxford: Blackwell Scientific.
8. F Creutzig S Wohlgemuth A Stumpner J Benda B Ronacher AV Herz 2009 Timescale-invariant representation of acoustic communication signals by a bursting neuron Journal of Neuroscience 29 2575 2580 19244533 10.1523/JNEUROSCI.0599-08.2009 1:CAS:528:DC%2BD1MXislWhu70%3D
9. F Creutzig J Benda S Wohlgemuth A Stumpner B Ronacher AV Herz 2010 Timescale-invariant pattern recognition by feedforward inhibition and parallel signal processing Neural Computation 22 1493 1510 20141475 10.1162/neco.2010.05- 09-1016
10. A Dev SS Agrawal DR Choudhury 2003 Categorization of Hindi phonemes by neural networks AI & Society 17 375 382 10.1007/s00146-003-0263-0 (Pubitemid 37528702)
11. KR Farrell RJ Mammone KT Assaleh 1994 Speaker recognition using neural networks and conventional classifiers IEEE Transactions on Speech and Audio Processing 2 194 205 10.1109/89.260362
12. Fisher, R. A. (1930). The genetical theory of natural selection. Oxford: Oxford University Press.
13. K Fukushima 1988 Neocognitron: A hierarchical neural network capable of visual pattern recognition Neural Networks 1 119 130 10.1016/0893-6080(88)90014- 7 (Pubitemid 18624018)
14. LC Giles S Lawrence AC Tsoi 2001 Noisy time series prediction using a recurrent neural network and grammatical inference Machine Learning 44 161 183 10.1023/A:1010884214864 (Pubitemid 32543251)
15. JB Hampshire AH Waibel 1990 A novel objective function for improved phoneme recognition using time-delay neural networks IEEE Transactions on Neural Networks 1 216 228 18282838 10.1109/72.80233 1:STN:280:DC%2BD1c7itlyksw%3D%3D (Pubitemid 20713333)
16. G Hartmann R Wehner 1995 The ant's path integration system: a neural architecture Biological Cybernetics 73 483 497
17. D von Helversen 1972 Gesang des Männchens und Lautschema des Weibchens bei der Feldheuschrecke Chorthippus biguttulus (Orthoptera, Acrididae) Journal of Comparative Physiology A 81 381 422 10.1007/BF00697757
18. O von Helversen 1979 Angeborenes Erkennen akustischer Schlüsselreize Verhandlungen der Deutschen Zoologischen Gesellschaft 1979 42 59
19. D von Helversen 1993 Absolute steepness of ramps as an essential cue for auditory pattern recognition by a grasshopper (Orthoptera; Acrididae; Chorthippus biguttulus L.) Journal of Comparative Physiology A 172 633 639 10.1007/BF00213685
20. D von Helversen O von Helversen 1975 Verhaltensgenetische Untersuchungen am akustischen Kommunikationssystem der Feldheuschrecken (Orthoptera, Acrididae). I. Der Gesang von Artbastarden zwischen Chorthippus biguttulus und Ch. mollis Journal of Comparative Physiology A 104 273 299 10.1007/BF01379053
21. von Helversen, D.; & von Helversen, O. (1983). Species recognition and acoustic localization in acridid grasshoppers: a behavioural approach. In F. Huber & H. Markl (Eds.), Neuroethology and Behavioral Physiology (pp. 95-107). Berlin: Springer-Verlag.
22. von Helversen, D.; & von Helversen, O. (1994). Forces driving coevolution of song and song recognition in grasshoppers. In K. Schildberger & N. Elsner (Eds.), Neural basis of behavioural adaptations (pp. 253-284). Stuttgart: Fortschr d Zool.
23. D von Helversen O von Helversen 1997 Recognition of sex in the acoustic communication of the grasshopper Chorthippus biguttulus (Orthoptera, Acrididae) Journal of Comparative Physiology A 180 373 386 10.1007/s003590050056 (Pubitemid 27161760)
24. D von Helversen O von Helversen 1998 Acoustic pattern recognition in a grasshopper: processing in the time or frequency domain? Biological Cybernetics 79 467 476 10.1007/s004220050496 (Pubitemid 128636554)
25. RM Hennig T Weber 1997 Filtering of temporal parameters of the calling song by cricket females of two closely related species: a behavioral analysis Journal of Comparative Physiology A 180 621 630 10.1007/s003590050078 (Pubitemid 27236166)
26. RM Hennig A Franz A Stumpner 2004 Processing of auditory information in insects Microscopy Research and Technique 63 351 374 15252878 10.1002/jemt.20052 1:STN:280:DC%2BD2czkvFShsw%3D%3D (Pubitemid 38987424)
27. K Klappert K Reinhold 2003 Acoustic preference functions and sexual selection on the male calling song in the grasshopper Chorthippus biguttulus Animal Behaviour 65 225 233 10.1006/anbe.2002.2034 (Pubitemid 36198795)
28. H Kriegbaum 1989 Female choice in the grasshopper Chorthippus biguttulus: mating success is related to song characteristics of the male Naturwissenschaften 76 81 82 10.1007/BF00396715
29. CK Machens B Martin MB Stemmler P Prinz R Krahe B Ronacher, et al. 2001 Representation of acoustic communication signals by insect auditory receptor neurons Journal of Neuroscience 21 3215 3227 11312306 1:CAS:528: DC%2BD3MXjtFyqu7k%3D (Pubitemid 32323503)
30. CK Machens H Schütze A Franz O Kolesnikova MB Stemmler B Ronacher, et al. 2003 Single auditory neurons rapidly discriminate conspecific communication signals Nature Neuroscience 6 341 342 12652305 10.1038/nn1036 1:CAS:528:DC%2BD3sXitlCjsr0%3D (Pubitemid 36373977)
31. Minsky, M.; & Papert, S. (1969). Perceptrons. Cambridge: MIT.
32. D Neuhofer S Wohlgemuth A Stumpner B Ronacher 2008 Evolutionarily conserved coding properties of auditory neurons across grasshopper species Proceedings of the Royal Society B 275 1965 1974 18505715 10.1098/rspb.2008.0527 (Pubitemid 351989788)
33. PA Parsons 1992 Fluctuating asymmetry: a biological monitor of environmental and genomic stress Heredity 68 361 364 1563968 10.1038/hdy.1992.51
34. MS Phelps MJ Ryan 1998 Neural networks predict response biases of female túngara frogs Proceeedings of the Royal Society B 265 279 285 10.1098/rspb.1998.0293 1:STN:280:DyaK1c7osVSgsw%3D%3D (Pubitemid 28077519)
35. SL Phung A Bouzerdoum 2007 A pyramidal neural network for visual pattern recognition IEEE Transactions on Neural Networks 18 329 343 17385623 10.1109/TNN.2006.884677 (Pubitemid 46522560)
36. K Reinhold KJ Jacoby K Reinhold 2002 Dissecting the repeatability of female choice in the grasshopper Chorthippus biguttulus Animal Behaviour 64 245 250 10.1006/anbe.2002.3061 (Pubitemid 35181513)
37. B Ronacher R Krahe 2000 Temporal integration vs. parallel processing: coping with the variability of neuronal messages in directional hearing of insects European Journal of Neuroscience 12 2147 2156 10886354 10.1046/j.1460-9568.2000.00102.x 1:STN:280:DC%2BD3czpt1SqtA%3D%3D (Pubitemid 30348852)
38. B Ronacher S Wohlgemuth A Vogel R Krahe 2008 Discrimination of acoustic communication signals by grasshoppers (Chorthippus biguttulus): temporal resolution, temporal integration, and the impact of intrinsic noise Journal of Comparative Psychology 122 252 263 18729653 10.1037/0735-7036.122.3.252
39. F Rosenblatt 1958 The perceptron: a probabilistic model for information storage and organization in the brain Psychological Review 65 386 408 13602029 10.1037/h0042519 1:STN:280:DyaG1M%2FjtFCmtw%3D%3D
40. Rumelhart, D. E.; & McClelland, J. L. (1986). Parallel distributed processing: explorations in the microstructure of cognition. Volume I. Cambridge: MIT.
41. DE Rumelhart GE Hinton RJ Williams 1986 Learning representations by back-propagating errors Nature 323 533 536 10.1038/323533a0 (Pubitemid 16025374)
42. Ryan, M. J. (1985). The tungara frog: a study in sexual selection and communication. Chicago: University of Chicago Press.
43. K Safi J Heinzle K Reinhold 2006 Species recognition influences female mate preferences in the common European grasshopper (Chorthippus biguttulus Linnaeus, 1758) Ethology 112 1225 1230 10.1111/j.1439-0310.2006.01282.x (Pubitemid 44789651)
44. K Schildberger 1984 Temporal selectivity of identified auditory neurons in the cricket brain Journal of Comparative Physiology A 155 171 185 10.1007/BF00612635
45. A Schmidt B Ronacher RM Hennig 2008 The role of frequency, phase and time for processing of amplitude modulated signals by grasshoppers Journal of Comparative Physiology A 194 221 233 10.1007/s00359-007-0295-x 1:STN:280:DC%2BD1c7isVGqtw%3D%3D
46. A Stumpner B Ronacher 1991 Auditory interneurones in the metathoracic ganglion of the grasshopper Chorthippus biguttulus. I. Morphological and physiological characterization Journal of Experimental Biology 158 391 410
47. A Uncini 2003 Audio signal processing by neural networks Neurocomputing 55 593 625 10.1016/S0925-2312(03)00395-3 (Pubitemid 37455476)
48. A Waibel T Hanazawa G Hinton K Shikano KJ Lang 1989 Phoneme recognition using time-delay neural networks IEEE Transactions on Acoustics, Speech, and Signal Processing 37 328 339 10.1109/29.21701 (Pubitemid 19065785)
49. Weber, T.; & Thorson, J. (1989). Phonotactic behavior of walking crickets. In F. Huber, T. E. Moore, & W. Loher (Eds.), Cricket behavior and neurobiology (pp. 310-339). Ithaca: Cornell University Press.
50. A Zahavi 1975 Mate selection-a selection for a handicap Journal of Theoretical Biology 53 205 214 1195756 10.1016/0022-5193(75)90111-3 1:STN:280:DyaE28%2Fntlygsg%3D%3D
51. Zell, A. (2000). Simulation neuronaler Netze. München: Oldenbourg Verlag.